{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":188,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":188,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f2445e2f328c","filters":{"venue":"The MIT Press eBooks"}},"results":[{"id":"W2990138404","doi":"10.7551/mitpress/7503.001.0001","title":"Advances in Neural Information Processing Systems 19","year":2007,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":15653,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Computer science; Artificial intelligence; Artificial neural network; Neural system; Information processing; Computation; Cognitive science; Computational neuroscience; Data science; Psychology; Neuroscience; Medicine; Algorithm","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02324598906576989,"gpt":0.2595556331874428,"spread":0.2363096441216729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006749652,0.0009210619,0.001001772,0.001299311,0.0004530166,0.002602698,0.0008673601,0.001161418,0.02786906],"category_scores_gemma":[0.001869985,0.0004264062,0.000541269,0.002411208,0.0009385894,0.00261472,0.0009680253,0.002407353,0.01142173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122732,"about_ca_system_score_gemma":0.0009581973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797185,"about_ca_topic_score_gemma":0.002372924,"domain_scores_codex":[0.9995853,0.00005966752,0.00003661919,0.00008359177,0.0002120477,0.0000227034],"domain_scores_gemma":[0.999472,0.0002080378,0.00002297582,0.00006963305,0.0001932544,0.00003411214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003926205,0.00004097027,0.0003473961,0.0009174998,0.0001153969,0.0001635719,0.0001705248,0.007108359,0.00150753,0.1849859,0.3014966,0.503107],"study_design_scores_gemma":[0.00001144922,0.00003198211,0.0006697824,0.0003173721,0.00003071908,0.0003503944,0.00004814201,0.0135709,0.000803144,0.1782469,0.8058966,0.00002264554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00335623,0.5011047,0.1674934,0.02291204,0.01482289,0.0001232972,0.001195347,0.0009926294,0.2879995],"genre_scores_gemma":[0.06156762,0.4040164,0.09121122,0.00511268,0.01292714,0.0002771601,0.002895533,0.0005659129,0.4214263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02786906,"threshold_uncertainty_score":0.09323132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110798204","doi":"10.7551/mitpress/7503.003.0024","title":"Greedy Layer-Wise Training of Deep Networks","year":2007,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":4704,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Training (meteorology); Layer (electronics); Computer science; Artificial intelligence; Geography; Materials science; Composite material; Meteorology","authors":[{"name":"Yoshua Bengio","is_ca":true},{"name":"Pascal Lamblin","is_ca":true},{"name":"Dan Popovici","is_ca":true},{"name":"Hugo Larochelle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08055135584822232,"gpt":0.2532535131225538,"spread":0.1727021572743315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008869168,0.001159103,0.0007345544,0.0003910478,0.0002885775,0.0006340526,0.001727649,0.001141222,0.00354861],"category_scores_gemma":[0.002901861,0.0007303098,0.0005875315,0.0006670706,0.0008388462,0.001305745,0.001167764,0.001601109,0.001062159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103943,"about_ca_system_score_gemma":0.0008654766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737751,"about_ca_topic_score_gemma":0.004125169,"domain_scores_codex":[0.9995252,0.0001420453,0.00002512723,0.0001191791,0.0001228114,0.00006558553],"domain_scores_gemma":[0.9992828,0.0004353853,0.00005268903,0.0001268976,0.00007590752,0.00002642699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008801743,0.00003378102,0.000362809,0.00009099024,0.00004631854,0.00005070319,0.00004932285,0.7968673,0.00619732,0.02453935,0.004388891,0.1672851],"study_design_scores_gemma":[0.000006297116,0.00001296325,0.00004596086,0.000007139093,0.000004914864,0.00001262416,0.000003178,0.9876593,0.001628767,0.009883159,0.0007328709,0.000002821061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01146871,0.0004304146,0.9820176,0.0002002124,0.00004045687,0.00004158678,0.00007836609,0.001214777,0.004507971],"genre_scores_gemma":[0.397157,0.000668485,0.5907045,0.0004890808,0.00006585976,0.0002920782,0.0005316172,0.0005616272,0.009529621],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00354861,"threshold_uncertainty_score":0.01187134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1479807131","doi":"10.7551/mitpress/9780262033589.001.0001","title":"Semi-Supervised Learning","year":2006,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Machine Learning and Data Classification","field":"Computer Science","cited_by":4308,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Computer science; Artificial intelligence; Machine learning; Benchmark (surveying); Field (mathematics); Unsupervised learning; Semi-supervised learning; Graph; Taxonomy (biology); Theoretical computer science; Mathematics","authors":[{"name":"Olivier Chapelle","is_ca":false},{"name":"Alexander Zien","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02696831639417286,"gpt":0.2417254804910513,"spread":0.2147571640968785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001804952,0.001219969,0.001356841,0.002030413,0.0005980677,0.002772866,0.001714791,0.001410365,0.01530845],"category_scores_gemma":[0.006000304,0.0007007151,0.0009540411,0.004052365,0.001105121,0.004253955,0.001408897,0.002541024,0.01881181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176813,"about_ca_system_score_gemma":0.001453117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347758,"about_ca_topic_score_gemma":0.002156172,"domain_scores_codex":[0.9970578,0.0005797268,0.0002027046,0.0006058806,0.001474304,0.00007960972],"domain_scores_gemma":[0.99691,0.001641954,0.0001750346,0.0003353727,0.0008415708,0.00009614216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003192655,0.00004735275,0.000349763,0.001595537,0.0001050377,0.00008208559,0.0001265248,0.01121193,0.001192811,0.03106459,0.280255,0.6739375],"study_design_scores_gemma":[0.00001544432,0.0000664722,0.0008132012,0.0007538288,0.00003848019,0.0005990342,0.0001215161,0.03523439,0.001762521,0.08701818,0.8735059,0.00007107812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002157961,0.1989104,0.7132853,0.006788527,0.005450598,0.0002002536,0.002367884,0.004262991,0.06657606],"genre_scores_gemma":[0.06209954,0.3013301,0.4329523,0.007031417,0.01085381,0.0008113203,0.01919561,0.002689438,0.1630365],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01530845,"threshold_uncertainty_score":0.05121183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234432948","doi":"10.7551/mitpress/9873.001.0001","title":"Design, When Everybody Designs","year":2015,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":1141,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Ezio Manzini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1443727318598056,"gpt":0.2971548471350077,"spread":0.1527821152752021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004094598,0.001139982,0.0006923846,0.001298068,0.004550423,0.01318236,0.001408906,0.003955139,0.02586963],"category_scores_gemma":[0.009711067,0.0007838412,0.0007281562,0.001323771,0.01437524,0.01717847,0.005017413,0.006334727,0.01303789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004213787,"about_ca_system_score_gemma":0.004240073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451611,"about_ca_topic_score_gemma":0.004948033,"domain_scores_codex":[0.9940918,0.002706992,0.000241182,0.0008941331,0.001659517,0.0004063389],"domain_scores_gemma":[0.9965211,0.001609647,0.0001288853,0.0009229162,0.0005662372,0.0002511042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002518873,0.00003781687,0.0002381286,0.000325035,0.00001682499,0.0001208992,0.01267987,0.0002608261,0.0005359094,0.7362248,0.1754596,0.07407498],"study_design_scores_gemma":[0.000007131914,0.00001360774,0.00006637554,0.0002159747,0.000007508782,0.0001075677,0.001242044,0.00007843792,0.0001777027,0.05714454,0.9409304,0.000008667309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001888637,0.01942535,0.05533564,0.0314855,0.007883014,0.0002150724,0.000160477,0.001068684,0.8825376],"genre_scores_gemma":[0.06502955,0.01486852,0.03498816,0.02311204,0.002400208,0.0006155492,0.0002834316,0.001300507,0.857402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02586963,"threshold_uncertainty_score":0.08654255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245587674","doi":"10.7551/mitpress/8179.001.0001","title":"Engineering a Safer World","year":2012,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":942,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociotechnical system; SAFER; Engineering; Risk analysis (engineering); Safety engineering; System safety; Systems thinking; Causation; Business process reengineering; Hazard; Computer security; Systems engineering; Computer science; Operations management; Knowledge management; Law; Business; Reliability engineering","authors":[{"name":"Nancy G. Leveson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1436757058809901,"gpt":0.4289172402292334,"spread":0.2852415343482433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004340597,0.001707911,0.0007192402,0.00163137,0.006758785,0.01305786,0.001774333,0.005980293,0.04913698],"category_scores_gemma":[0.005790133,0.0004754852,0.001141614,0.0008618639,0.01750744,0.0220674,0.01237868,0.01001148,0.01546368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129507,"about_ca_system_score_gemma":0.004556808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844772,"about_ca_topic_score_gemma":0.002234859,"domain_scores_codex":[0.9958567,0.00171831,0.0001448952,0.0007084983,0.001203257,0.0003682363],"domain_scores_gemma":[0.9969841,0.0007206478,0.0003021699,0.0008566541,0.0005903991,0.000546093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000011672,0.00004581326,0.0001758005,0.0001356673,0.00002148293,0.0001062485,0.002839051,0.0004573642,0.0004462018,0.8826241,0.08489967,0.02823695],"study_design_scores_gemma":[0.000007480613,0.00002960895,0.00006968353,0.000140765,0.000007586606,0.0001455637,0.001255699,0.0002508718,0.0002503943,0.2019106,0.7959182,0.0000136927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005654978,0.01775286,0.1146408,0.161969,0.01149901,0.0001693069,0.0001939911,0.0009436269,0.6871763],"genre_scores_gemma":[0.1851375,0.02198642,0.08803584,0.08546688,0.00624514,0.0004987391,0.0005147681,0.002087858,0.6100269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04913698,"threshold_uncertainty_score":0.1643796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1696057967","doi":"10.7551/mitpress/1900.001.0001","title":"Coherence in Thought and Action","year":2000,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":928,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Coherence (philosophical gambling strategy); Action (physics); Psychology; Cognitive science; Physics; Quantum mechanics","authors":[{"name":"Paul Thagard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2611655244569977,"gpt":0.3992666411579676,"spread":0.1381011167009699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002655542,0.0007167045,0.0006394845,0.001152748,0.003112208,0.008121701,0.000828591,0.002340518,0.007858216],"category_scores_gemma":[0.004210907,0.0003357927,0.0005371862,0.001099829,0.02543285,0.009533123,0.003446299,0.003589756,0.001405144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004423039,"about_ca_system_score_gemma":0.003601366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971397,"about_ca_topic_score_gemma":0.002521805,"domain_scores_codex":[0.9971615,0.00150321,0.0001219305,0.0003911637,0.0005933794,0.000228824],"domain_scores_gemma":[0.9978088,0.00145163,0.0001311544,0.0002704313,0.0002018712,0.0001361161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004429864,0.000003254524,0.00003987984,0.00004081217,0.00000417809,0.0000173884,0.001755703,0.0001379109,0.00003902064,0.9854688,0.004374845,0.008113723],"study_design_scores_gemma":[0.000009132251,0.00001011174,0.0001410946,0.0001238008,0.000003594836,0.0000417392,0.0009292245,0.0002154195,0.00005046159,0.8626925,0.1357771,0.000005810822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007122992,0.09602019,0.07106408,0.05289334,0.002691713,0.00009266604,0.0001238522,0.0002239365,0.7697673],"genre_scores_gemma":[0.7656322,0.04147405,0.04018798,0.01064546,0.002744463,0.0005623952,0.0002459553,0.0003410998,0.1381664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008121701,"threshold_uncertainty_score":0.03209156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249295933","doi":"10.7551/mitpress/9780262042482.001.0001","title":"Code/Space","year":2011,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Digital Games and Media","field":"Social Sciences","cited_by":921,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Victoria","keywords":"Everyday life; Space (punctuation); Code (set theory); Software; Scholarship; Computer science; Sociology; Set (abstract data type); Engineering; Political science; Programming language; Law","authors":[{"name":"Rob Kitchin","is_ca":false},{"name":"Martin Dodge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06378795961833222,"gpt":0.2835563174226073,"spread":0.2197683578042751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009204196,0.0007183573,0.0002790651,0.004418754,0.004427382,0.00849844,0.0008650523,0.001710268,0.0503818],"category_scores_gemma":[0.007811312,0.0002285847,0.0005148874,0.005257081,0.007338108,0.01125865,0.004176613,0.002587369,0.01384044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004213739,"about_ca_system_score_gemma":0.005468769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01670846,"about_ca_topic_score_gemma":0.01938197,"domain_scores_codex":[0.9978188,0.0005507197,0.0001064305,0.000383094,0.0009292859,0.0002116696],"domain_scores_gemma":[0.9967545,0.0009122253,0.0003061891,0.0005502172,0.00109787,0.0003789967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003087208,0.00001880091,0.001395429,0.0001896418,0.000006565113,0.0001820035,0.01083816,0.0002887768,0.0005282663,0.7425743,0.1550829,0.08886431],"study_design_scores_gemma":[0.000002405488,0.000006377548,0.0006068108,0.0001010337,0.000002580923,0.000156241,0.001990472,0.0002085828,0.000224371,0.03067365,0.9660162,0.00001127045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01561242,0.003696023,0.0417661,0.02063928,0.002586777,0.000138574,0.003067716,0.002343383,0.9101496],"genre_scores_gemma":[0.2734004,0.008056684,0.04792858,0.01010604,0.001240653,0.0004002202,0.006312993,0.007076929,0.6454775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0503818,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1538299216","doi":"10.7551/mitpress/3021.001.0001","title":"Fiscal Decentralization and the Challenge of Hard Budget Constraints","year":2003,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":636,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Decentralization; Market discipline; Budget constraint; Budget process; Government (linguistics); Economics; Politics; Central government; Fiscal policy; Economic policy; Business; Macroeconomics; Finance; Political science; Local government; Market economy; Public administration","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02946472563800728,"gpt":0.2604748615860719,"spread":0.2310101359480646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008960001,0.0002121544,0.0003034732,0.0006324972,0.001360979,0.003006453,0.0004020464,0.0006550527,0.004853353],"category_scores_gemma":[0.001654749,0.0001726043,0.000213786,0.001233238,0.003791769,0.003061325,0.001907175,0.002489383,0.0005477121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004923047,"about_ca_system_score_gemma":0.003749519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007194285,"about_ca_topic_score_gemma":0.01017688,"domain_scores_codex":[0.9995176,0.0002051905,0.00001494064,0.00006069373,0.0001050722,0.0000966263],"domain_scores_gemma":[0.9995075,0.0002270994,0.0000593597,0.0000787372,0.00006992768,0.0000573121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007161491,0.000008753665,0.0001949271,0.00002688057,0.000003021069,0.00003655,0.000742819,0.001770024,0.00004805149,0.9716006,0.0144991,0.01106211],"study_design_scores_gemma":[0.00002120811,0.00001436075,0.001505341,0.0002173578,0.000006636923,0.00009975043,0.001085703,0.001776663,0.0001478813,0.6232724,0.3718435,0.00000922008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03433842,0.02849233,0.008227311,0.03222454,0.000610087,0.00003551677,0.0001007409,0.0001084542,0.8958626],"genre_scores_gemma":[0.7069646,0.02049958,0.00304911,0.004124462,0.000770007,0.0001029557,0.000114556,0.0001031012,0.2642716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007194285,"threshold_uncertainty_score":0.03571934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233778845","doi":"10.7551/mitpress/12393.001.0001","title":"Carbon Captured","year":2020,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":309,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Carbon tax; Legislation; Political science; Government (linguistics); Climate change; Emissions trading; Political economy of climate change; Political economy; Economics; Public administration; Law","authors":[{"name":"Matto Mildenberger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02903220039809553,"gpt":0.2137223742077609,"spread":0.1846901738096654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003725107,0.0005825876,0.0003251474,0.00170758,0.001939462,0.005263263,0.0008416525,0.001871917,0.3571128],"category_scores_gemma":[0.001197231,0.0002395564,0.0003727539,0.002767375,0.0007883162,0.003777403,0.002479643,0.001973029,0.1343731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002673362,"about_ca_system_score_gemma":0.00222718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235099,"about_ca_topic_score_gemma":0.01906275,"domain_scores_codex":[0.9993023,0.00006415986,0.00002591511,0.000159235,0.0003294203,0.0001189154],"domain_scores_gemma":[0.9996482,0.00004203931,0.0000237771,0.00006871731,0.0001520477,0.00006513375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006484709,0.00003916063,0.0009385187,0.0002293672,0.00001050938,0.0002138444,0.0003072421,0.0002418247,0.000701784,0.2670835,0.578312,0.1518574],"study_design_scores_gemma":[0.000001755379,0.000003897833,0.000301539,0.00004025707,0.000001059836,0.00004890958,0.00007751941,0.00003045366,0.0001227135,0.0032959,0.9960729,0.000003138219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001451934,0.002320264,0.0006285171,0.00411319,0.001491918,0.00002648539,0.002542605,0.0002392859,0.9871857],"genre_scores_gemma":[0.01577683,0.002956003,0.0009633552,0.002726599,0.0003262191,0.00005163392,0.003476883,0.0003379495,0.9733846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3571128,"threshold_uncertainty_score":0.9170006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254715066","doi":"10.7551/mitpress/8551.001.0001","title":"Access Controlled","year":2010,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":269,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Internet; Censorship; Sophistication; Political science; Internet privacy; Software deployment; Computer security; World Wide Web; Computer science; Sociology; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02694448569131161,"gpt":0.2598081064703289,"spread":0.2328636207790173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00394159,0.0007670355,0.0004392695,0.004233091,0.003054729,0.01156979,0.002050402,0.003094974,0.203647],"category_scores_gemma":[0.02158973,0.0005495541,0.0006061635,0.004307769,0.002564586,0.0110164,0.005391188,0.003455947,0.06902127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003427904,"about_ca_system_score_gemma":0.004030998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008249281,"about_ca_topic_score_gemma":0.007371556,"domain_scores_codex":[0.9876723,0.001524798,0.000632725,0.001247533,0.008153511,0.0007691334],"domain_scores_gemma":[0.9799848,0.004648871,0.001213577,0.005110421,0.008166935,0.000875458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005936898,0.00004737756,0.0007466699,0.0002634014,0.00001336718,0.0001773389,0.001517932,0.0001471552,0.000679937,0.3234116,0.5822708,0.09066505],"study_design_scores_gemma":[0.000004481096,0.00001243737,0.0002983585,0.00006883239,0.000004077213,0.00009235683,0.0001884083,0.00005713365,0.0002233074,0.004179014,0.9948619,0.000009601737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002010836,0.001710506,0.005682322,0.004914909,0.003115569,0.0002290184,0.002625074,0.001304794,0.9784071],"genre_scores_gemma":[0.02570546,0.002077536,0.002378657,0.006179708,0.001636996,0.0002872125,0.003268944,0.0008870242,0.9575785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.203647,"threshold_uncertainty_score":0.6812672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232208315","doi":"10.7551/mitpress/7617.001.0001","title":"Access Denied","year":2008,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":229,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Internet; Politics; Political science; Internet access; Filter (signal processing); Dozen; Public relations; Sociology; Law; Media studies; Computer science; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1090733099831984,"gpt":0.3435436664179385,"spread":0.23447035643474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004017138,0.0002978235,0.0005359286,0.002968607,0.005112555,0.01154941,0.001464543,0.002385681,0.0979451],"category_scores_gemma":[0.03510472,0.0003757999,0.0006230833,0.005422681,0.004775479,0.01604796,0.005443948,0.003587572,0.01454012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577342,"about_ca_system_score_gemma":0.004868434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221994,"about_ca_topic_score_gemma":0.0090123,"domain_scores_codex":[0.98723,0.003720744,0.0007959945,0.001957663,0.004774339,0.00152122],"domain_scores_gemma":[0.9699644,0.01085433,0.003827803,0.007353022,0.005919083,0.00208144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001291468,0.0001540832,0.01526219,0.0002877151,0.00002578919,0.0003152,0.02790951,0.0001507862,0.0003233855,0.7640613,0.09037911,0.1010017],"study_design_scores_gemma":[0.00002143968,0.0000756429,0.01101917,0.0003377166,0.00002013645,0.0004809111,0.009832852,0.0002663865,0.0002416673,0.04626016,0.9314092,0.00003463832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04937997,0.001418343,0.004727578,0.01014393,0.0004346542,0.0002136367,0.002785757,0.0002001984,0.9306958],"genre_scores_gemma":[0.5863142,0.001980352,0.002393079,0.01004106,0.0005436331,0.0005315557,0.002504185,0.0003911727,0.3953007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0979451,"threshold_uncertainty_score":0.327659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W560014021","doi":"10.7551/mitpress/9780262014267.001.0001","title":"Global Commons, Domestic Decisions","year":2010,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":190,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Kyoto Protocol; Ratification; Political science; Political economy of climate change; Politics; Global commons; Incentive; Tragedy of the commons; Political economy; Collective action; Commons; Treaty; Context (archaeology); International trade; Economics; Development economics; Climate change; Law; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05978959856063156,"gpt":0.3565669197473283,"spread":0.2967773211866968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001369095,0.0003452473,0.0003521786,0.001625806,0.00501412,0.0079003,0.0008047988,0.002644543,0.01480935],"category_scores_gemma":[0.003057027,0.0001725498,0.0002588298,0.005885066,0.01062259,0.00757676,0.003994266,0.002076738,0.0009671652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007252852,"about_ca_system_score_gemma":0.002264549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101308,"about_ca_topic_score_gemma":0.02282785,"domain_scores_codex":[0.9980049,0.001179241,0.00003411815,0.0001812882,0.0002740468,0.0003265376],"domain_scores_gemma":[0.9990653,0.0006409714,0.00006849306,0.0001083642,0.00004633964,0.00007054726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001279957,0.00003013335,0.0003810247,0.00009567898,0.000004810277,0.0002802296,0.01033752,0.0003685523,0.00005708999,0.9421369,0.0327496,0.01354574],"study_design_scores_gemma":[0.00001018696,0.00001885694,0.001659666,0.0003553503,0.000007264517,0.0002849895,0.03193854,0.0002197074,0.0001457072,0.1417534,0.8235976,0.000008854295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02759622,0.02359734,0.001080673,0.01381432,0.0005222125,0.00001953507,0.0001450244,0.00001694997,0.9332076],"genre_scores_gemma":[0.8073425,0.03614101,0.001168524,0.007585325,0.0005061713,0.0001504141,0.0003791225,0.00007911367,0.1466477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01480935,"threshold_uncertainty_score":0.05262339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1683212044","doi":"10.7551/mitpress/4290.001.0001","title":"The Logic of Knowledge Bases","year":2001,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Body of knowledge; Knowledge base; Computer science; Open Knowledge Base Connectivity; Knowledge representation and reasoning; Procedural knowledge; Knowledge-based systems; Descriptive knowledge; Predicate logic; Domain knowledge; Knowledge extraction; Argument (complex analysis); Commonsense knowledge; General knowledge; First-order logic; Artificial intelligence; Personal knowledge management; Knowledge management; Description logic; Programming language; Organizational learning; Psychology","authors":[{"name":"Hector J. Levesque","is_ca":true},{"name":"Gerhard Lakemeyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06137269150586024,"gpt":0.2723438598775051,"spread":0.2109711683716449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002974613,0.001099696,0.000992668,0.0034121,0.003260267,0.01190971,0.002537248,0.002497669,0.01529141],"category_scores_gemma":[0.00645298,0.001166886,0.001291228,0.00459582,0.01090589,0.01894605,0.004672603,0.005461561,0.007229837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005394432,"about_ca_system_score_gemma":0.003909778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005707498,"about_ca_topic_score_gemma":0.003329392,"domain_scores_codex":[0.9960829,0.00119119,0.0003483869,0.0006128009,0.001497694,0.0002670184],"domain_scores_gemma":[0.9971957,0.001439492,0.0001379803,0.0005329599,0.0005822023,0.0001115298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003614906,0.000002969618,0.00001396694,0.00006236845,0.000004841658,0.0000260847,0.0001844112,0.0002802955,0.000042965,0.9820794,0.007773897,0.009525171],"study_design_scores_gemma":[0.000005431726,0.000002840984,0.00002025027,0.0001190078,0.000005328654,0.00005557627,0.00008382569,0.0008443469,0.0001032032,0.7862802,0.2124732,0.00000689266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001894959,0.03960352,0.301978,0.01822818,0.002076062,0.000182503,0.001172733,0.001219665,0.6336445],"genre_scores_gemma":[0.2152028,0.06578647,0.3441458,0.01605182,0.004189771,0.001612031,0.004801366,0.001332986,0.3468769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01529141,"threshold_uncertainty_score":0.05115491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1574779036","doi":"10.7551/mitpress/6208.003.0014","title":"Using a Room Metaphor to Ease Transitions in Groupware","year":2002,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Metaphor; Usability; Collaborative software; Human–computer interaction; Computer science; World Wide Web; Linguistics; Philosophy","authors":[{"name":"Saul Greenberg","is_ca":true},{"name":"Mark Roseman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1492568556493566,"gpt":0.2796436318915413,"spread":0.1303867762421847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007128905,0.0007398718,0.0003385471,0.0006374706,0.001303376,0.002053331,0.001475013,0.001205113,0.007967066],"category_scores_gemma":[0.001782826,0.0004594382,0.0007881705,0.0004746397,0.00246406,0.005302745,0.003669113,0.002206628,0.002633547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005787011,"about_ca_system_score_gemma":0.0005120194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007179073,"about_ca_topic_score_gemma":0.001360407,"domain_scores_codex":[0.9992344,0.0003564383,0.00003538742,0.0001257591,0.0001533199,0.00009469306],"domain_scores_gemma":[0.9993683,0.0003221729,0.00003653444,0.0001229354,0.00005135453,0.00009868409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003405276,0.0004052702,0.001131408,0.001841516,0.00003741556,0.001323162,0.0482227,0.003815549,0.05125112,0.3220301,0.05592896,0.5136724],"study_design_scores_gemma":[0.0000996964,0.0005086158,0.00204987,0.0004882446,0.00006956652,0.003851686,0.00841839,0.008063266,0.01708815,0.08854606,0.8706929,0.0001235787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05779396,0.008824791,0.776427,0.002382697,0.00137709,0.0003136852,0.0000958568,0.004856209,0.1479287],"genre_scores_gemma":[0.4065771,0.00427072,0.4778484,0.001455774,0.0002218765,0.0008898919,0.0002715037,0.001712319,0.1067524],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007967066,"threshold_uncertainty_score":0.02665246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1561870834","doi":"10.7551/mitpress/9780262012997.001.0001","title":"Changing Climates in North American Politics","year":2009,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Geography; Political science; History; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02371725843626458,"gpt":0.2273417949341397,"spread":0.2036245364978751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009737306,0.00009867847,0.0001464105,0.0008550325,0.007193325,0.005056641,0.0003069165,0.000868458,0.003677038],"category_scores_gemma":[0.001473403,0.0001169758,0.0001868713,0.003045056,0.006571028,0.001599182,0.001803076,0.001331115,0.0002166647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01548031,"about_ca_system_score_gemma":0.007363145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1684578,"about_ca_topic_score_gemma":0.4046715,"domain_scores_codex":[0.9983377,0.0007446316,0.00002224039,0.0001582373,0.0002992847,0.0004377885],"domain_scores_gemma":[0.9994408,0.0002298524,0.00007530401,0.00004312822,0.0001194282,0.00009143697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002283341,0.00004075142,0.01682657,0.000096443,0.00001805697,0.0003663096,0.1252856,0.001176883,0.0003966858,0.7749947,0.03517822,0.04559686],"study_design_scores_gemma":[0.00000505521,0.000009914171,0.08050203,0.0001759568,0.00001518972,0.0001028147,0.09919535,0.0004607437,0.0001475219,0.06531144,0.7540519,0.00002213327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.231976,0.01481757,0.001071158,0.05430935,0.0004980853,0.00001708413,0.0001205753,0.00002629625,0.6971639],"genre_scores_gemma":[0.9649853,0.007262043,0.0003147061,0.00421495,0.0001494649,0.00002088234,0.00005705332,0.00001542297,0.02298027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8315421,"threshold_uncertainty_score":0.3349546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245528072","doi":"10.7551/mitpress/9099.001.0001","title":"Seeds, Science, and Struggle","year":2012,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":145,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Livelihood; Agricultural biotechnology; Corporate governance; Argument (complex analysis); Vision; Faith; Environmental ethics; Agriculture; Political economy; Sociology; Economics; Geography; Management; Biology","authors":[{"name":"Abby Kinchy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05291506652102535,"gpt":0.2439269064986479,"spread":0.1910118399776226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008030472,0.0004354487,0.0002999225,0.0008374282,0.005237072,0.006323835,0.0005618955,0.00228392,0.01260435],"category_scores_gemma":[0.001980913,0.000160081,0.0002497382,0.001118859,0.01183778,0.006378473,0.002207801,0.004069968,0.002395607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005601262,"about_ca_system_score_gemma":0.002150757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004171463,"about_ca_topic_score_gemma":0.009391605,"domain_scores_codex":[0.9994124,0.0002946029,0.000009616429,0.00007402562,0.0001502122,0.00005911526],"domain_scores_gemma":[0.9994792,0.0003365503,0.00001842387,0.00004382583,0.00007517831,0.00004681615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004677607,0.000008595021,0.00004287858,0.00002283603,9.648259e-7,0.00005939586,0.002716978,0.00006869774,0.00006123982,0.9078193,0.08007195,0.009122418],"study_design_scores_gemma":[0.000004139929,0.000007530646,0.0001136443,0.000106634,9.077557e-7,0.00008287286,0.001734308,0.0001021441,0.00007093644,0.1851712,0.8126005,0.000005214938],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00278754,0.03001847,0.001539529,0.03428477,0.002528212,0.00002115744,0.00003415694,0.00004550822,0.9287407],"genre_scores_gemma":[0.1264583,0.02087856,0.002200113,0.02283231,0.001491963,0.0001284187,0.0001174,0.000179382,0.8257136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.994763,"threshold_uncertainty_score":0.04216576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1580741480","doi":"10.7551/mitpress/5578.001.0001","title":"The Privatization of the Oceans","year":2004,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Property rights; Exclusive right; Fishing industry; Impossibility; Property law; Political science; Natural resource; Fishery; Fishing; Law and economics; Geography; Law; Economics; Intellectual property","authors":[{"name":"Rögnvaldur Hannesson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011844183833714,"gpt":0.1836327590671495,"spread":0.1735143172288123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001442149,0.000171719,0.0002414698,0.0004915225,0.002579692,0.00429398,0.0004833183,0.001481973,0.01249039],"category_scores_gemma":[0.003040434,0.0002303909,0.0003442481,0.0008209375,0.01086114,0.005124694,0.006101479,0.003252912,0.001095039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004819568,"about_ca_system_score_gemma":0.004982003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009282197,"about_ca_topic_score_gemma":0.007309965,"domain_scores_codex":[0.9984376,0.0005021577,0.00005650017,0.0003352165,0.0003596821,0.0003088244],"domain_scores_gemma":[0.9986776,0.0003347316,0.0001516801,0.0005513366,0.0001531099,0.0001316123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004422825,0.00000407583,0.0001684781,0.00001203124,0.000002215762,0.00002552747,0.000496374,0.0002063564,0.00007039795,0.9903865,0.002984774,0.005638863],"study_design_scores_gemma":[0.00001376899,0.00001380925,0.001123854,0.00009416648,0.000004823735,0.00006022966,0.0006577162,0.0006179044,0.0002024627,0.5129127,0.4842879,0.00001067625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03305557,0.004862914,0.01088977,0.05655425,0.0005683775,0.00002841982,0.0001574153,0.0001998394,0.8936834],"genre_scores_gemma":[0.8220026,0.002864406,0.002693971,0.008024682,0.0005370245,0.00007424997,0.00009703991,0.0001167429,0.1635893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01249039,"threshold_uncertainty_score":0.04178452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122160523","doi":"10.7551/mitpress/9780262019750.003.0020","title":"The Cultural Evolution of Religion","year":2013,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":134,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council; Social Sciences and Humanities Research Council of Canada; Royal Society Te Apārangi; Aarhus Universitet; John Templeton Foundation","keywords":"Religiosity; Multidisciplinary approach; Scale (ratio); Variation (astronomy); Sociology; Sociocultural evolution; Epistemology; Anthropology; Social science; Environmental ethics; Psychology; Geography; Social psychology; Philosophy; Cartography","authors":[{"name":"Joseph Bulbulia","is_ca":false},{"name":"Armin W. Geertz","is_ca":false},{"name":"Quentin D. Atkinson","is_ca":false},{"name":"Emma Cohen","is_ca":false},{"name":"Nicholas Evans","is_ca":false},{"name":"Pieter François","is_ca":false},{"name":"Herbert Gintis","is_ca":false},{"name":"Russell D. Gray","is_ca":false},{"name":"Joseph Henrich","is_ca":true},{"name":"Fiona M. Jordon","is_ca":false},{"name":"Ara Norenzayan","is_ca":true},{"name":"Peter J. Richerson","is_ca":false},{"name":"Edward Slingerland","is_ca":true},{"name":"Peter Turchin","is_ca":false},{"name":"Harvey Whitehouse","is_ca":false},{"name":"Thomas Widlok","is_ca":false},{"name":"David Sloan Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03659118929418206,"gpt":0.3014944542531627,"spread":0.2649032649589806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005230724,0.0001332372,0.0001373953,0.0004983979,0.001225625,0.002667017,0.0003259621,0.0005000941,0.006349274],"category_scores_gemma":[0.0007226677,0.0001073187,0.0001093693,0.0007370071,0.005894206,0.001979439,0.001408859,0.001204319,0.000759869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959895,"about_ca_system_score_gemma":0.0009145854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265716,"about_ca_topic_score_gemma":0.006883439,"domain_scores_codex":[0.999769,0.0001048902,0.00000723152,0.00004454401,0.00005108998,0.00002319402],"domain_scores_gemma":[0.9998114,0.00009982648,0.00001398066,0.00002832015,0.00002412842,0.00002245758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008763518,0.00001331349,0.001058398,0.00008320035,0.000006012225,0.000128131,0.01175177,0.0002362809,0.0004648491,0.8759145,0.008077119,0.1022576],"study_design_scores_gemma":[0.000004544685,0.00002664384,0.009173025,0.0003536169,0.000004516126,0.0002848535,0.005548759,0.0002925551,0.0002770144,0.1465277,0.8374911,0.00001578526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04837549,0.03158144,0.004881392,0.01020856,0.0007564339,0.00003086573,0.0001239367,0.00005179863,0.9039901],"genre_scores_gemma":[0.7404177,0.04464775,0.007073831,0.002876674,0.0006834534,0.00005301597,0.0001758923,0.00008527804,0.2039865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006349274,"threshold_uncertainty_score":0.02124041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230102208","doi":"10.7551/mitpress/7706.001.0001","title":"The Shadows of Consumption","year":2008,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Overconsumption; Consumption (sociology); Environmentalism; Commerce; Business; Politics; Economics; Political science; Law; Financial crisis; Sociology","authors":[{"name":"Peter Dauvergne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04218842570524568,"gpt":0.2773804790916686,"spread":0.2351920533864229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119786,0.0006253229,0.0003640873,0.001632565,0.004801089,0.008960123,0.0005710315,0.002015668,0.01416327],"category_scores_gemma":[0.00315363,0.0003148796,0.0004154666,0.001704494,0.02952654,0.0170217,0.006212828,0.003415591,0.001001262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007244171,"about_ca_system_score_gemma":0.002451507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009528397,"about_ca_topic_score_gemma":0.007503763,"domain_scores_codex":[0.9981654,0.0006469268,0.00002711974,0.0002853418,0.0004454832,0.0004296432],"domain_scores_gemma":[0.9986143,0.00053821,0.0001397488,0.0003000207,0.0001927561,0.0002149739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001622428,0.000006966858,0.0006305432,0.00002351907,0.000004846398,0.00005148533,0.003963529,0.0001703917,0.00007104406,0.9807476,0.007017631,0.00729619],"study_design_scores_gemma":[0.000006502965,0.00001295745,0.001322622,0.0001262008,0.000005801862,0.00008163904,0.005523308,0.0003335487,0.0001665244,0.6680626,0.3243446,0.00001361827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06420632,0.01571032,0.009902903,0.07158905,0.0007923108,0.00002381035,0.0002847329,0.00009131142,0.8373992],"genre_scores_gemma":[0.9344381,0.006966673,0.001813093,0.006578725,0.0005898709,0.00003920993,0.000105965,0.0001491582,0.04931919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01416327,"threshold_uncertainty_score":0.05256039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252163070","doi":"10.7551/mitpress/2784.001.0001","title":"Environmental Regime Effectiveness","year":2001,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dumping; Whaling; Convention; CITES; Fishery; Marine pollution; International regime; Marine conservation; Geography; Environmental planning; Environmental protection; Oceanography; Environmental science; Environmental resource management; Pollution; Political science; Business; International trade; Ecology; Law","authors":[{"name":"Edward L. Miles","is_ca":false},{"name":"Steinar Andresen","is_ca":false},{"name":"Elaine M. Carlin","is_ca":false},{"name":"Jon Birger Skjærseth","is_ca":false},{"name":"Arild Underdal","is_ca":false},{"name":"Jørgen Wettestad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01157851906516425,"gpt":0.2165219073409601,"spread":0.2049433882757959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004621367,0.0003862465,0.0003797002,0.002988213,0.00201026,0.007924379,0.000894374,0.001211889,0.0226517],"category_scores_gemma":[0.01406611,0.0002331365,0.0004271755,0.003414125,0.00402078,0.006489345,0.002714552,0.001602235,0.00253796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004237539,"about_ca_system_score_gemma":0.001997622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916285,"about_ca_topic_score_gemma":0.002518142,"domain_scores_codex":[0.993564,0.002149598,0.000300192,0.0005691019,0.002642454,0.0007745997],"domain_scores_gemma":[0.9952374,0.002546572,0.000461873,0.0005390041,0.0009542161,0.000260906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001512877,0.00002259801,0.001889408,0.0001332458,0.00001306481,0.00004682564,0.0009315809,0.0005989264,0.0001171203,0.9131455,0.0203859,0.06270074],"study_design_scores_gemma":[0.0000117092,0.00005763542,0.008191376,0.0006401475,0.00002879473,0.0002564702,0.003843874,0.0006364537,0.0006551413,0.1947603,0.7908949,0.00002314428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008290185,0.005437267,0.001834978,0.003865315,0.0002742051,0.00002754493,0.0001302082,0.00004939112,0.9800909],"genre_scores_gemma":[0.8225739,0.0195706,0.003995572,0.004530108,0.0008294274,0.0002227213,0.0006871861,0.0002778578,0.1473125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0226517,"threshold_uncertainty_score":0.07577747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1568580017","doi":"10.7551/mitpress/9780262034708.001.0001","title":"The Economics of Language Policy","year":2016,"lang":"en","type":"preprint","venue":"The MIT Press eBooks","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociolinguistics; Globalization; Politics; Language policy; Democracy; Sociology; Social science; Positive economics; Political science; Linguistics; Economics; Law","authors":[{"name":"Victor Ginsburgh","is_ca":false},{"name":"Shlomo Weber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04527954665440367,"gpt":0.3380178210593641,"spread":0.2927382744049604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002570797,0.0005441689,0.0006258839,0.001534631,0.002691253,0.009678623,0.0008664841,0.005067393,0.0169294],"category_scores_gemma":[0.005370472,0.0003413701,0.0006004608,0.0018399,0.009860414,0.006587313,0.002896443,0.003563418,0.002421342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007056765,"about_ca_system_score_gemma":0.004233993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003986515,"about_ca_topic_score_gemma":0.002961746,"domain_scores_codex":[0.9970546,0.001488908,0.00007448602,0.0002832518,0.0006487978,0.0004499023],"domain_scores_gemma":[0.9977888,0.001419872,0.0001608557,0.0002089611,0.0002571357,0.0001644081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008127005,0.000005212485,0.00008709948,0.00002061682,0.000005437144,0.00001868679,0.00007347556,0.0004707272,0.00002067824,0.9878576,0.006890302,0.004541995],"study_design_scores_gemma":[0.00001130373,0.00001159855,0.0003750026,0.000154613,0.000005328242,0.0000502976,0.0002891428,0.0007385957,0.00004085911,0.8680129,0.1303022,0.000008175572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008368244,0.04296425,0.01010347,0.1034847,0.001271923,0.00005081239,0.0003587456,0.00006467291,0.8333331],"genre_scores_gemma":[0.6839274,0.05692571,0.003964683,0.02246522,0.004067556,0.0003294958,0.0003116356,0.0001300028,0.2278783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0169294,"threshold_uncertainty_score":0.05663443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089334495","doi":"10.7551/mitpress/11375.001.0001","title":"Living Literacies","year":2020,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Social Sciences and Humanities Research Council","funders":"Arts and Humanities Research Council; Brock University; Economic and Social Research Council; Yorkshire Forward","keywords":"Active listening; Literacy; Everyday life; Reading (process); Sociology; Pedagogy; Creativity; Scrolling; Object (grammar); Visual arts; Critical literacy; Aesthetics; Psychology; Communication; Art; Linguistics; Computer science; Epistemology; Social psychology","authors":[{"name":"Kate Pahl","is_ca":true},{"name":"Jennifer Rowsell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06261277086965336,"gpt":0.2355894975709977,"spread":0.1729767267013444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001906018,0.000669022,0.0004582017,0.002421105,0.005289311,0.01215187,0.001140398,0.003763874,0.01599469],"category_scores_gemma":[0.004299621,0.0002496482,0.000452689,0.002012328,0.0181564,0.01108339,0.008762663,0.006087577,0.002818159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004476754,"about_ca_system_score_gemma":0.004258558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782619,"about_ca_topic_score_gemma":0.003999568,"domain_scores_codex":[0.9963103,0.002118323,0.0001615198,0.0004204003,0.0005649517,0.0004244822],"domain_scores_gemma":[0.9978455,0.001030721,0.000173573,0.0002771084,0.000181403,0.0004916511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003318965,0.000023287,0.0002578571,0.000102257,0.000004043533,0.0001003558,0.01947295,0.0000476753,0.00008809198,0.9290147,0.02647377,0.02441165],"study_design_scores_gemma":[0.000002803197,0.00001747964,0.0003683162,0.0005291873,0.00000385129,0.0002970964,0.01081805,0.00008801147,0.0001033338,0.2552589,0.7325022,0.00001077588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006911781,0.01941914,0.0189712,0.0448512,0.001933222,0.0001327159,0.0001514172,0.0002175373,0.9074118],"genre_scores_gemma":[0.5173362,0.03422472,0.02725236,0.04336254,0.002484009,0.0009124891,0.000431987,0.000550927,0.3734448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01599469,"threshold_uncertainty_score":0.05350757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W786082930","doi":"10.7551/mitpress/8922.003.0009","title":"From Industrial Garden to Food Desert: Demarcated Devaluation in the Flatlands of Oakland, California","year":2011,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Devaluation; Desert (philosophy); Geography; Economics; Political science","authors":[{"name":"Nathan McClintock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1129041850367861,"gpt":0.2255302248072602,"spread":0.1126260397704741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007014651,0.0001519254,0.0002081703,0.0008931273,0.007845865,0.002853271,0.0008179235,0.0004286193,0.003863659],"category_scores_gemma":[0.000855191,0.0001360484,0.0001262778,0.00117096,0.004507164,0.001115691,0.002696507,0.001220138,0.0001547851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006002412,"about_ca_system_score_gemma":0.003462547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3783416,"about_ca_topic_score_gemma":0.7542241,"domain_scores_codex":[0.9994832,0.0000962933,0.00001163745,0.00009491928,0.0001084801,0.000205384],"domain_scores_gemma":[0.9993263,0.00007518531,0.0001241868,0.00004115645,0.0001540612,0.0002791109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003506993,0.0004121735,0.3160309,0.0002380704,0.00005437964,0.003992641,0.500623,0.0002216721,0.001874797,0.02971552,0.07775464,0.06873145],"study_design_scores_gemma":[0.00001536606,0.00004472754,0.4189518,0.0002059791,0.0000172074,0.0004018805,0.4526385,0.00009686926,0.0002047049,0.0010837,0.1263175,0.00002173718],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455341,0.001100987,0.00008435199,0.00267936,0.0001079137,0.00001846169,0.0002156457,0.0000150235,0.05024417],"genre_scores_gemma":[0.9930151,0.0006011993,0.00008300178,0.000593239,0.00002398547,0.00001034551,0.0001554385,0.00001077186,0.005506915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3783416,"threshold_uncertainty_score":0.7522788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249633456","doi":"10.7551/mitpress/9953.001.0001","title":"MATERIAL WITNESS","year":2020,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Calgary; University of Minnesota","keywords":"Witness; Sensibility; Meaning (existential); History; Accident (philosophy); Law; Political science; Psychology; Epistemology; Philosophy","authors":[{"name":"Susan Schuppli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05133104845955674,"gpt":0.3069851322156372,"spread":0.2556540837560805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003511638,0.0005786535,0.0002865665,0.001902124,0.01010435,0.00750174,0.00165489,0.003151306,0.06455228],"category_scores_gemma":[0.01427232,0.0003153951,0.0003760167,0.001532451,0.008259707,0.009026535,0.008957109,0.003422065,0.007248816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002422016,"about_ca_system_score_gemma":0.00257134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004737806,"about_ca_topic_score_gemma":0.008018815,"domain_scores_codex":[0.9965175,0.001479706,0.0001524236,0.0005211785,0.0007869584,0.0005421927],"domain_scores_gemma":[0.9966839,0.001617394,0.000318957,0.000569883,0.0005060255,0.00030372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004755811,0.00002663015,0.0009996893,0.000263727,0.000005978014,0.002006379,0.08590938,0.00007535217,0.0006279285,0.7332444,0.1128974,0.06389558],"study_design_scores_gemma":[0.000004858594,0.0000246156,0.0004745022,0.0002998696,0.000004454149,0.0008063716,0.0376926,0.00003765944,0.0003791733,0.01217733,0.9480883,0.00001034017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02344378,0.002531386,0.007716747,0.0109547,0.002622672,0.0003548957,0.0003213565,0.0001220602,0.9519325],"genre_scores_gemma":[0.3933665,0.004009303,0.005573693,0.01053382,0.001087749,0.0004853415,0.000591115,0.000309732,0.5840427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06455228,"threshold_uncertainty_score":0.2159489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246820744","doi":"10.7551/mitpress/10782.001.0001","title":"Models of Innovation","year":2017,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business","authors":[{"name":"Benoı̂t Godin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1623561916134241,"gpt":0.3493173546127133,"spread":0.1869611629992893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002657469,0.001456434,0.0009909472,0.002479461,0.002379851,0.009175148,0.002592239,0.004411344,0.01598896],"category_scores_gemma":[0.004939893,0.0005011217,0.001813739,0.002285526,0.008771991,0.009173869,0.003821108,0.003355577,0.004133416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007457294,"about_ca_system_score_gemma":0.004489836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005945988,"about_ca_topic_score_gemma":0.003724286,"domain_scores_codex":[0.9969645,0.001215708,0.0001476974,0.0006476315,0.000710608,0.0003137966],"domain_scores_gemma":[0.9975794,0.00113295,0.0002192964,0.000401605,0.0004290512,0.0002376715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001841603,0.000004106287,0.00005283335,0.00002630364,0.000004810763,0.00001661058,0.0001099234,0.0009407208,0.00001485096,0.9946204,0.002039336,0.002168194],"study_design_scores_gemma":[0.000008164559,0.000008886718,0.0000647344,0.0000694828,0.000007326248,0.00004872527,0.0001167654,0.003836729,0.00003503884,0.9244257,0.07137109,0.000007422447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007279812,0.02321392,0.1639932,0.03756269,0.00129224,0.0002100088,0.0007792607,0.0005231941,0.7651457],"genre_scores_gemma":[0.721014,0.03047054,0.08138484,0.004631749,0.00171627,0.001012215,0.001037341,0.0002617706,0.1584713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01598896,"threshold_uncertainty_score":0.05410677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1498677939","doi":"10.7551/mitpress/9780262016780.001.0001","title":"Access Contested","year":2011,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Sociology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.103648067162611,"gpt":0.3258360985691108,"spread":0.2221880314064998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002771132,0.0004613837,0.0005452938,0.002792966,0.005271195,0.01964863,0.001593509,0.003989642,0.03611248],"category_scores_gemma":[0.009855038,0.0003325507,0.000578211,0.003115944,0.0116466,0.01978038,0.0111918,0.004079413,0.002682211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00545086,"about_ca_system_score_gemma":0.003308665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004704493,"about_ca_topic_score_gemma":0.00782609,"domain_scores_codex":[0.9933215,0.001112234,0.0003568743,0.001045233,0.002648926,0.001515209],"domain_scores_gemma":[0.9934213,0.002307623,0.0005124774,0.001296181,0.001314558,0.001147959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006189526,0.00003835376,0.001770314,0.0002567776,0.00001831923,0.0006786503,0.0236614,0.0002950655,0.0005597236,0.8116366,0.09683715,0.06418581],"study_design_scores_gemma":[0.000004817035,0.00001624191,0.00100682,0.0002530534,0.000007396,0.0004858866,0.01071092,0.0002558499,0.000177518,0.06495547,0.9221117,0.00001437692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03035921,0.008877615,0.006888578,0.02947092,0.00291438,0.00008968844,0.0003062888,0.0002308431,0.9208624],"genre_scores_gemma":[0.6154043,0.006235973,0.002085344,0.01264575,0.003119798,0.0001168676,0.0004438929,0.000294865,0.3596533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03611248,"threshold_uncertainty_score":0.1208083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1540222736","doi":"10.7551/mitpress/2708.003.0004","title":"A Geometric Approach to Mapping Bitext Correspondence","year":2001,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Cartography; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05071402189334313,"gpt":0.2566229524175714,"spread":0.2059089305242283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326679,0.001815453,0.001056514,0.005530633,0.001756279,0.004600232,0.003286958,0.002190221,0.02890225],"category_scores_gemma":[0.00581041,0.001251794,0.001912605,0.005783207,0.003378611,0.006376113,0.005014358,0.003153715,0.01624342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009735795,"about_ca_system_score_gemma":0.001059896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621262,"about_ca_topic_score_gemma":0.001586579,"domain_scores_codex":[0.997722,0.0004830977,0.0001593652,0.0007526435,0.0007873582,0.00009552932],"domain_scores_gemma":[0.9982021,0.0004491009,0.0001216095,0.0007896543,0.0003881381,0.00004930913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005738682,0.00005253295,0.0004283809,0.0003870603,0.00006397245,0.0003090467,0.0006811849,0.01909154,0.007822718,0.4132471,0.02259113,0.5352679],"study_design_scores_gemma":[0.00002214419,0.0001209838,0.0007875381,0.0001339767,0.00004766005,0.001839071,0.0005359065,0.1034888,0.01411139,0.5900029,0.2888061,0.0001034768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008372723,0.0003176674,0.9843658,0.0002006515,0.0001871853,0.00004752175,0.0001727075,0.001579156,0.01229206],"genre_scores_gemma":[0.0305041,0.0009973926,0.943,0.0002541126,0.0002414623,0.0002536173,0.001102519,0.001444949,0.0222018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02890225,"threshold_uncertainty_score":0.09668767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230426535","doi":"10.7551/mitpress/9780262029414.001.0001","title":"Plastic Water","year":2015,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Materials science","authors":[{"name":"Gay Hawkins","is_ca":false},{"name":"Emily Potter","is_ca":false},{"name":"Kane Race","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1580864212817461,"gpt":0.4079042961401605,"spread":0.2498178748584144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003680854,0.0007908594,0.0003380529,0.00106001,0.002100239,0.005149835,0.001055311,0.002421282,0.3599332],"category_scores_gemma":[0.001177836,0.0003819016,0.0004551981,0.001218647,0.001400676,0.004681949,0.003053383,0.002204515,0.1669337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468123,"about_ca_system_score_gemma":0.001402977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004276937,"about_ca_topic_score_gemma":0.009119508,"domain_scores_codex":[0.999225,0.00007853364,0.00003795998,0.0001720139,0.0004008408,0.0000856154],"domain_scores_gemma":[0.9997275,0.00004992031,0.00002777731,0.00003910358,0.0001182327,0.00003739793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008280126,0.00006774587,0.0004594421,0.0004881705,0.000006924663,0.0004779251,0.001450839,0.0001966889,0.003085871,0.1072527,0.5463641,0.3400668],"study_design_scores_gemma":[0.000001793789,0.000005980661,0.0001003096,0.00004165464,8.166424e-7,0.00007167419,0.0001967271,0.00001996137,0.0002276804,0.001707871,0.9976225,0.000003131884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001211868,0.003906602,0.002206244,0.005082394,0.002395915,0.0001020919,0.0008117642,0.0005191177,0.9837639],"genre_scores_gemma":[0.005749162,0.0022151,0.001107957,0.001933764,0.0002089477,0.00003613231,0.0004085051,0.000194976,0.9881454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3599332,"threshold_uncertainty_score":0.9129776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3182003142","doi":"10.7551/mitpress/3422.003.0015","title":"Spatial and Temporal Constraints on Audiovisual Speech Perception","year":2004,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Multisensory perception and integration","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Queen's University","funders":"","keywords":"Perception; Speech recognition; Speech perception; Computer science; Psychology; Communication; Cognitive psychology; Neuroscience","authors":[{"name":"Kevin G. Munhall","is_ca":true},{"name":"Eric Vatikiotis‐Bateson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08375182122584922,"gpt":0.3346646283810416,"spread":0.2509128071551924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002520728,0.0005037567,0.0004657273,0.0004739822,0.0003795244,0.002388492,0.00073059,0.0007117955,0.01962871],"category_scores_gemma":[0.001306878,0.0006364366,0.000281087,0.0007500641,0.001258577,0.003572934,0.0008530986,0.0009348743,0.002422004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228791,"about_ca_system_score_gemma":0.0004989692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003148023,"about_ca_topic_score_gemma":0.005245386,"domain_scores_codex":[0.9998621,0.00001835624,0.000008552112,0.00002152469,0.00007042613,0.00001900982],"domain_scores_gemma":[0.9994573,0.0003741011,0.00002513451,0.00004545498,0.00007430311,0.00002365837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000316306,0.00004620757,0.0004884927,0.0007159953,0.00005814601,0.0005645277,0.0008339101,0.005619268,0.07975732,0.4612802,0.01836998,0.4319497],"study_design_scores_gemma":[0.00003164551,0.00006540875,0.01026784,0.0004179169,0.000054876,0.0007171713,0.0006753769,0.01195985,0.01465879,0.8409873,0.1200903,0.00007351566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05101256,0.1297161,0.1471478,0.003908006,0.0009017924,0.00002608079,0.0007418387,0.000862348,0.6656834],"genre_scores_gemma":[0.6962747,0.1007001,0.03969351,0.0008099755,0.001795836,0.0001347874,0.00106782,0.0007504992,0.1587728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01962871,"threshold_uncertainty_score":0.06566453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100785108","doi":"10.7551/mitpress/7503.003.0062","title":"Bayesian Policy Gradient Algorithms","year":2007,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Reinforcement Learning in Robotics","field":"Computer Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Bayesian probability; Computer science; Algorithm; Artificial intelligence","authors":[{"name":"Mohammad Ghavamzadeh","is_ca":true},{"name":"Yaakov Engel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05302789778127596,"gpt":0.2785326680918616,"spread":0.2255047703105856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025596,0.002113917,0.002276008,0.001374376,0.0008698372,0.002661515,0.002969465,0.002458009,0.0183328],"category_scores_gemma":[0.009630341,0.001191791,0.000903022,0.001731591,0.001354469,0.003183526,0.002393002,0.002924052,0.006969027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194434,"about_ca_system_score_gemma":0.002691027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005256637,"about_ca_topic_score_gemma":0.005057265,"domain_scores_codex":[0.9982662,0.0006290472,0.00008855371,0.0002891527,0.0005672771,0.0001598086],"domain_scores_gemma":[0.9980646,0.001126506,0.0001567287,0.00017882,0.000395037,0.00007839024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001186011,0.000142952,0.0006347791,0.0004005961,0.0001203385,0.00005697396,0.00009748002,0.330004,0.0006483807,0.2537549,0.02476422,0.3892568],"study_design_scores_gemma":[0.00006127701,0.00003144977,0.0001672062,0.0001052338,0.00002689312,0.00004672017,0.00001834561,0.7847727,0.0007908118,0.1849424,0.02900892,0.00002805399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007606031,0.001473881,0.9870446,0.0002997174,0.0001227049,0.0001027112,0.0001257112,0.0008005696,0.009269485],"genre_scores_gemma":[0.111871,0.004556104,0.8492439,0.0006432585,0.000364257,0.0009476403,0.0008407934,0.0008031041,0.03072992],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0183328,"threshold_uncertainty_score":0.06132936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230904510","doi":"10.7551/mitpress/5844.001.0001","title":"Reflections on Water","year":2001,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Context (archaeology); Product (mathematics); Environmental ethics; Geography; Political ecology; Political science; Ecology; Sociology; Archaeology; Law; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06229922782250968,"gpt":0.3313887686414712,"spread":0.2690895408189615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007286994,0.0004795719,0.0002319673,0.000649006,0.003801104,0.00565674,0.0006525941,0.003376722,0.01529674],"category_scores_gemma":[0.001901413,0.0002402273,0.0002344886,0.001266654,0.009726495,0.01128399,0.003220584,0.004452203,0.002831323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004086764,"about_ca_system_score_gemma":0.00218142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009655723,"about_ca_topic_score_gemma":0.02275813,"domain_scores_codex":[0.999451,0.0002240976,0.00001010635,0.00006803771,0.0001628912,0.00008382808],"domain_scores_gemma":[0.9995561,0.0002912881,0.0000184168,0.00002843802,0.0000661458,0.00003947411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004554102,0.000006201504,0.00005623718,0.00003474178,0.000001034232,0.00007324234,0.005217317,0.0001270571,0.00005642337,0.7513908,0.2225952,0.02043719],"study_design_scores_gemma":[0.000001021442,0.000002247744,0.0000514864,0.0000713538,5.501016e-7,0.00002518906,0.002674089,0.00003553691,0.00003519955,0.06264104,0.9344605,0.000001843333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001931867,0.02235228,0.002990271,0.1206439,0.004930063,0.00001998014,0.00006458395,0.00005889785,0.8470082],"genre_scores_gemma":[0.08882235,0.023468,0.00142762,0.03811927,0.002316036,0.00008145427,0.00007028691,0.0001627619,0.8455322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01529674,"threshold_uncertainty_score":0.05117267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1870773490","doi":"10.7551/mitpress/9954.001.0001","title":"Documenting and Assessing Learning in Informal and Media-Rich Environments","year":2015,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"DePaul University; University of Washington; Arizona State University; Northwestern University; York University; University of Pennsylvania; Vanderbilt University; John D. and Catherine T. MacArthur Foundation","keywords":"Informal learning; Computer science; Psychology; Sociology; Pedagogy","authors":[{"name":"Jay L. Lemke","is_ca":false},{"name":"Robert Lecusay","is_ca":false},{"name":"Michael Cole","is_ca":false},{"name":"Vera Michalchik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02813450372364003,"gpt":0.2656392862162025,"spread":0.2375047824925625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005091275,0.0006990579,0.0005291399,0.004000502,0.0007347626,0.007070568,0.001435479,0.001518836,0.004112813],"category_scores_gemma":[0.0121845,0.0002320576,0.0003186107,0.003533651,0.002565602,0.008434573,0.00277007,0.001240264,0.002159578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837535,"about_ca_system_score_gemma":0.003176997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00252503,"about_ca_topic_score_gemma":0.005882187,"domain_scores_codex":[0.9947677,0.001580389,0.0004539225,0.0002708549,0.002770168,0.0001570416],"domain_scores_gemma":[0.9902549,0.00722516,0.0004700127,0.0004887489,0.001372478,0.0001886435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000120578,0.0001250079,0.001426446,0.00242116,0.00001230352,0.000253242,0.01034998,0.00150534,0.001619136,0.03768129,0.02710247,0.9174916],"study_design_scores_gemma":[0.00001466231,0.0002625708,0.01337398,0.01364358,0.00003409915,0.00237864,0.01578159,0.002269054,0.005343712,0.08444685,0.8623283,0.0001229821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04380975,0.127554,0.3617326,0.01009798,0.001837324,0.001961382,0.0007081939,0.002518717,0.44978],"genre_scores_gemma":[0.2320498,0.1941672,0.330337,0.003033044,0.0007897201,0.0023824,0.001864198,0.000841311,0.2345352],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007070568,"threshold_uncertainty_score":0.02692556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152551018","doi":"10.7551/mitpress/1120.003.0099","title":"Very Loopy Probability Propagation for Unwrapping Phase Images","year":2002,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Robotics and Sensor-Based Localization","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Belief propagation; Phase (matter); Phase unwrapping; Computer science; Computer vision; Artificial intelligence; Computer graphics (images); Geography; Optics; Algorithm; Physics; Interferometry","authors":[{"name":"Brendan J. Frey","is_ca":true},{"name":"R. Koetter","is_ca":false},{"name":"Nemanja Petrović","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04855075346469866,"gpt":0.2353800868955131,"spread":0.1868293334308144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009700214,0.0008163875,0.0004649491,0.001119425,0.0004573218,0.001293389,0.001087753,0.001370384,0.003659492],"category_scores_gemma":[0.005459764,0.0005681647,0.0005753345,0.00132832,0.001833723,0.003077331,0.001123262,0.002140887,0.001462427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009753606,"about_ca_system_score_gemma":0.0005236132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375605,"about_ca_topic_score_gemma":0.001058183,"domain_scores_codex":[0.9992643,0.0001935073,0.00002610015,0.0001408057,0.0003304263,0.00004485124],"domain_scores_gemma":[0.9975201,0.001803335,0.0001028586,0.000290796,0.0002399892,0.00004286636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008904205,0.00004152613,0.0002388856,0.0002233393,0.0000418924,0.0001021041,0.0002818247,0.1766763,0.01088966,0.5169539,0.006924861,0.2875367],"study_design_scores_gemma":[0.00001434893,0.00003771387,0.0001239212,0.00003135123,0.00001597875,0.0001291888,0.00002117122,0.5752774,0.00769532,0.4022623,0.01436153,0.00002967587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002002871,0.0004876358,0.9931983,0.0002081609,0.00004125911,0.00001399718,0.00002567746,0.0003159964,0.003705975],"genre_scores_gemma":[0.1896449,0.002276112,0.7918515,0.0003368834,0.000168038,0.0001645759,0.0001864243,0.0004497975,0.01492181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003659492,"threshold_uncertainty_score":0.0122422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322717806","doi":"10.7551/mitpress/14668.001.0001","title":"Insolvent","year":2023,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Vienna Science and Technology Fund; Connaught Fund; Deutscher Akademischer Austauschdienst; Leibniz-Gemeinschaft; Ontario Research Foundation","keywords":"Sustainability; Consumerism; Engineering ethics; Economic Justice; Sociology; Law and economics; Political science; Public relations; Business; Environmental ethics; Engineering; Law","authors":[{"name":"Christoph Becker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08413692714603276,"gpt":0.3461803455828331,"spread":0.2620434184368003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009936705,0.0007730584,0.0004201178,0.00112394,0.003575831,0.009955054,0.001464657,0.004209309,0.2420257],"category_scores_gemma":[0.00392037,0.0003880151,0.0005514832,0.001226762,0.003147321,0.01033572,0.004914396,0.004672504,0.1445244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003266575,"about_ca_system_score_gemma":0.003231212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004273152,"about_ca_topic_score_gemma":0.00854549,"domain_scores_codex":[0.9983519,0.0003305634,0.00005981955,0.0003007286,0.0007629219,0.0001940484],"domain_scores_gemma":[0.9988548,0.0002780201,0.00004600349,0.00020623,0.0004105071,0.0002044675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001140966,0.00002112256,0.00008344578,0.00008147436,0.000002148786,0.00007610414,0.0007920554,0.00009429728,0.0001625374,0.2950415,0.6362877,0.06734619],"study_design_scores_gemma":[0.000001183715,0.000002003892,0.00002768333,0.00004149207,5.408536e-7,0.00005305408,0.00012,0.00003646604,0.00004297455,0.0110307,0.9886414,0.000002507978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004217105,0.003135372,0.003707591,0.01571946,0.003341995,0.00004598603,0.0001865961,0.0004608118,0.9729805],"genre_scores_gemma":[0.003595588,0.001588051,0.001242605,0.004720483,0.0003943072,0.00004615947,0.0001702027,0.0003314205,0.9879111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2420257,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905697073","doi":"10.7551/mitpress/10877.001.0001","title":"The Dash—The Other Side of Absolute Knowing","year":2018,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Dash; Absolute (philosophy); Computer science; Philosophy; Epistemology","authors":[{"name":"Rebecca Comay","is_ca":true},{"name":"Франк Руда","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08568161660758085,"gpt":0.2596792442235722,"spread":0.1739976276159914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00239295,0.0004616899,0.0007078174,0.001061613,0.005193126,0.01064945,0.001330184,0.003985632,0.01799497],"category_scores_gemma":[0.009117608,0.0003081077,0.0004573822,0.001094532,0.02858211,0.02001067,0.006828361,0.008644856,0.004732634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011055,"about_ca_system_score_gemma":0.003537429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814807,"about_ca_topic_score_gemma":0.002635946,"domain_scores_codex":[0.9960784,0.001437096,0.0001423608,0.0008030129,0.001141712,0.0003974163],"domain_scores_gemma":[0.9952385,0.002139763,0.0002421019,0.001213101,0.0007629349,0.0004034817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002069576,0.000006136654,0.00006372282,0.00002575915,0.000002564721,0.00003434001,0.00264938,0.00004194317,0.0001623109,0.9839129,0.006271206,0.006809053],"study_design_scores_gemma":[0.0000146351,0.00004337928,0.0002646952,0.0001629483,0.00001010783,0.0002120772,0.0050496,0.0002544499,0.0006029999,0.6655504,0.3278071,0.00002763278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01545457,0.004335345,0.02265141,0.05911392,0.002300679,0.00001718853,0.0001275646,0.0002881557,0.8957111],"genre_scores_gemma":[0.760727,0.003293465,0.006403223,0.01445996,0.001593115,0.00007155867,0.0001545011,0.0004499231,0.2128473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01799497,"threshold_uncertainty_score":0.0601992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488230214","doi":"10.7551/mitpress/9780262012973.003.0011","title":"Empathic Resonance: A Neuroscience Perspective","year":2009,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Empathy; Perspective (graphical); Psychology; Context (archaeology); Simulation theory of empathy; Mirror neuron; Perspective-taking; Empathic concern; Cognitive science; Social psychology; Computer science","authors":[{"name":"Jeanne C. Watson","is_ca":true},{"name":"Leslie S. Greenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08784708869575876,"gpt":0.3245057018535029,"spread":0.2366586131577441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004647113,0.0003449786,0.0002531653,0.00090246,0.0004693575,0.001996383,0.0006532519,0.001400006,0.004540621],"category_scores_gemma":[0.0005230446,0.0001250299,0.0001663083,0.0004319221,0.004083332,0.00219312,0.0009126098,0.001995611,0.0009163639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420858,"about_ca_system_score_gemma":0.0006608246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003960591,"about_ca_topic_score_gemma":0.0004043252,"domain_scores_codex":[0.9998062,0.00008022213,0.000007087573,0.00003200317,0.00006164069,0.00001295501],"domain_scores_gemma":[0.9996735,0.0002415706,0.00001466538,0.00001481218,0.00003338996,0.00002206333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002250773,0.0000674103,0.0002108662,0.0005964034,0.000009181244,0.0005205477,0.005195293,0.0007650355,0.00501954,0.8536934,0.01594946,0.1179505],"study_design_scores_gemma":[0.0000153582,0.0001386614,0.002347649,0.001466925,0.00001284085,0.001613465,0.002987469,0.00201582,0.002454584,0.5500824,0.4368375,0.000027235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01381506,0.2074036,0.03224936,0.01937036,0.001766496,0.00004167727,0.00004959386,0.0001729014,0.725131],"genre_scores_gemma":[0.5486528,0.2040888,0.02314233,0.008747752,0.003256207,0.000330678,0.0001079155,0.0001346001,0.2115387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004540621,"threshold_uncertainty_score":0.01518989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323051548","doi":"10.7551/mitpress/14513.001.0001","title":"The Videogame Industry Does Not Exist","year":2023,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Digital Games and Media","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Concordia University; University of Minnesota","keywords":"Studio; Liberian dollar; Production (economics); Field (mathematics); Reality television; Intervention (counseling); Perception; Aesthetics; Marketing; Business; Art; Advertising; Visual arts; Psychology; Economics","authors":[{"name":"Brendan Keogh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06117889648274955,"gpt":0.3082161193521978,"spread":0.2470372228694483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001567154,0.0004014948,0.0003370119,0.0008386312,0.006248788,0.01091184,0.001016565,0.001744918,0.01326252],"category_scores_gemma":[0.004117088,0.0003026749,0.0002271746,0.0006378605,0.01657175,0.01074927,0.00626058,0.00366493,0.003417973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003821063,"about_ca_system_score_gemma":0.003905187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008117227,"about_ca_topic_score_gemma":0.00950705,"domain_scores_codex":[0.997211,0.0008798353,0.00008206556,0.000653313,0.0007568188,0.0004170759],"domain_scores_gemma":[0.9973062,0.0009290632,0.0002808647,0.0003287357,0.0003889574,0.0007661421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006538334,0.00007870395,0.003847385,0.000212225,0.00001270737,0.0003980381,0.06096203,0.00009830903,0.0009991552,0.8106008,0.0505667,0.07215863],"study_design_scores_gemma":[0.00001333354,0.0000723518,0.004181224,0.0004806965,0.00001261018,0.0004962924,0.03909873,0.0001582752,0.000581324,0.05532184,0.8995591,0.00002427527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1007436,0.007187166,0.006953874,0.06893786,0.001151462,0.00004270227,0.0001206019,0.0002029912,0.8146598],"genre_scores_gemma":[0.8449371,0.004881311,0.002651447,0.01502661,0.0003266034,0.00009481246,0.0001664947,0.0002016146,0.1317139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01326252,"threshold_uncertainty_score":0.04436749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236045281","doi":"10.7551/mitpress/5614.001.0001","title":"Profiling Machines","year":2003,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Profiling (computer programming); Warranty; Indigenous; Politics; Data science; World Wide Web; Computer science; Political science; Law","authors":[{"name":"Greg Elmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06921454023359264,"gpt":0.2378449387785521,"spread":0.1686303985449595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001971026,0.001100415,0.0005739833,0.001753633,0.002682784,0.006554912,0.001925332,0.002560471,0.1114574],"category_scores_gemma":[0.008076984,0.0006532572,0.0005709045,0.002028124,0.002214476,0.01125346,0.004682163,0.002148247,0.0781539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009915252,"about_ca_system_score_gemma":0.001000714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530248,"about_ca_topic_score_gemma":0.001337513,"domain_scores_codex":[0.9972371,0.000669595,0.0001471568,0.0007060488,0.0008780453,0.0003619718],"domain_scores_gemma":[0.9971614,0.0006800704,0.0001924918,0.001056435,0.0006675058,0.000242207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001970499,0.00007624095,0.001145603,0.0002391824,0.00001784058,0.000218569,0.001671819,0.001093457,0.002944499,0.3088433,0.2968656,0.3866867],"study_design_scores_gemma":[0.000009804253,0.00002758346,0.000393849,0.0001042709,0.000007624529,0.0002001868,0.0003864557,0.001926692,0.001622803,0.03237826,0.9629182,0.0000242289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008524588,0.004215129,0.148523,0.01484525,0.006869345,0.0003836661,0.0016513,0.01033664,0.8046511],"genre_scores_gemma":[0.1706734,0.005938034,0.09917497,0.009300929,0.002953696,0.00058565,0.003923311,0.002500751,0.7049493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1114574,"threshold_uncertainty_score":0.3728622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163224984","doi":"10.7551/mitpress/1120.003.0042","title":"Effective Size of Receptive Fields of Inferior Temporal Visual Cortex Neurons in Natural Scenes","year":2002,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Receptive field; Computer vision; Artificial intelligence; Computer science; Stimulus (psychology); Surround suppression; Visual cortex; Object (grammar); Communication; Pattern recognition (psychology); Psychology; Neuroscience; Visual perception; Cognitive psychology; Perception","authors":[{"name":"Thomas Trappenberg","is_ca":true},{"name":"Edmund T. Rolls","is_ca":false},{"name":"Simon M. Stringer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02673663428556446,"gpt":0.2571076794081159,"spread":0.2303710451225514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001034155,0.0001908332,0.0001325653,0.0003231653,0.00007796332,0.000471127,0.0003345984,0.0002957743,0.004464273],"category_scores_gemma":[0.0003151291,0.000140954,0.0001524585,0.0003218784,0.0004181586,0.000805672,0.00017522,0.0003471992,0.0008271923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005340608,"about_ca_system_score_gemma":0.0001566444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059635,"about_ca_topic_score_gemma":0.001102438,"domain_scores_codex":[0.9999617,0.000003226703,0.000001701616,0.00001300481,0.00001512172,0.000005206653],"domain_scores_gemma":[0.9999307,0.0000417515,0.000004941174,0.000005183079,0.00001034216,0.000007009736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002655976,0.00003391695,0.002531631,0.0007812238,0.00004858162,0.0004121669,0.0003666002,0.01059073,0.3307947,0.1026427,0.02624542,0.5252866],"study_design_scores_gemma":[0.00008797893,0.0002165177,0.1075439,0.0003977478,0.0001420696,0.005554194,0.0002750714,0.09808681,0.1549506,0.3678837,0.2647367,0.0001245492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2418217,0.1145597,0.1635988,0.003651436,0.001124036,0.00004941366,0.001341679,0.001914587,0.4719386],"genre_scores_gemma":[0.7745196,0.02834056,0.03860476,0.0006815098,0.0003196894,0.0000808151,0.000917854,0.000433657,0.1561016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004464273,"threshold_uncertainty_score":0.01493448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787287071","doi":"10.7551/mitpress/9780262035620.003.0001","title":"Introduction: Global Governance through Goal Setting","year":2017,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Human Rights and Development","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainable development; Corporate governance; Negotiation; Political science; Politics; Management science; Engineering ethics; Process management; Business; Engineering; Management; Economics; Law","authors":[{"name":"Norichika Kanie","is_ca":false},{"name":"Steven Bernstein","is_ca":true},{"name":"Frank Biermann","is_ca":false},{"name":"Peter M. Haas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04077285984413161,"gpt":0.2953308670940353,"spread":0.2545580072499037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009594045,0.0008533644,0.0003820249,0.000976635,0.001823298,0.005339671,0.0008985234,0.001892676,0.02740696],"category_scores_gemma":[0.001413576,0.0002611293,0.0004130121,0.001238094,0.004584549,0.005627337,0.002035137,0.004235055,0.008111469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002874333,"about_ca_system_score_gemma":0.002542273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002160058,"about_ca_topic_score_gemma":0.00296489,"domain_scores_codex":[0.9993325,0.0002421485,0.00002353552,0.0000918039,0.0002424993,0.00006739339],"domain_scores_gemma":[0.999456,0.0003109463,0.00002765338,0.00004972366,0.0001109138,0.0000447935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003070203,0.000009658967,0.000038801,0.0001148993,0.000001849805,0.0000313694,0.001731066,0.0002967052,0.00007009535,0.8993276,0.07370184,0.02467297],"study_design_scores_gemma":[0.000001793006,0.000006376766,0.00007726539,0.0004152512,0.000001400969,0.00006100071,0.0005562254,0.0001399556,0.00009010112,0.1558826,0.8427626,0.000005313364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009003853,0.01861404,0.01664255,0.01491858,0.002007998,0.00007820702,0.0001574942,0.0001950301,0.9464857],"genre_scores_gemma":[0.06928857,0.05516515,0.02326998,0.01099613,0.002283663,0.0003692918,0.0006171936,0.0004749368,0.8375351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02740696,"threshold_uncertainty_score":0.09168541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254458769","doi":"10.7551/mitpress/7463.001.0001","title":"Distributed Cognition and the Will","year":2007,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Socially distributed cognition; Cognition; Computer science; Cognitive science; Psychology; Neuroscience","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03363074586690636,"gpt":0.2864360767978609,"spread":0.2528053309309546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003123977,0.0005000708,0.0004619748,0.001114411,0.002815464,0.007265299,0.0009701095,0.002894505,0.007164613],"category_scores_gemma":[0.005046352,0.0002056787,0.0005067893,0.0008775134,0.02407617,0.008336074,0.004253515,0.003279962,0.001066573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005996199,"about_ca_system_score_gemma":0.002792137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003394992,"about_ca_topic_score_gemma":0.001676765,"domain_scores_codex":[0.9973912,0.001082102,0.00007388755,0.0006837258,0.0004770409,0.0002920763],"domain_scores_gemma":[0.9975629,0.001170036,0.0002097975,0.0004655105,0.0002865206,0.0003053791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005687103,0.000003667383,0.0001024186,0.00001678166,0.00000361757,0.00001854486,0.0006912483,0.0002588146,0.00003682957,0.9893918,0.003227151,0.00624347],"study_design_scores_gemma":[0.000008128999,0.000006168495,0.0001935545,0.00002924839,0.000002494116,0.00003494627,0.0002938014,0.0002927358,0.00002937141,0.950213,0.04889248,0.000004082808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02421064,0.03622525,0.04859212,0.0961779,0.002165308,0.00008925716,0.0001085287,0.0002387299,0.7921923],"genre_scores_gemma":[0.9003916,0.00935028,0.01046134,0.008607329,0.001885214,0.0001712773,0.00008786418,0.00009428582,0.06895088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007265299,"threshold_uncertainty_score":0.04350567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177981463","doi":"10.7551/mitpress/11310.001.0001","title":"Making & Doing","year":2021,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Scholarship; Work (physics); Political science; Knowledge production; Public relations; Sociology; Knowledge management; Engineering; Law; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07700198932464423,"gpt":0.2497393154214996,"spread":0.1727373260968554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008200365,0.0009664043,0.000410819,0.001506623,0.01269063,0.02210453,0.001953593,0.002806952,0.02249074],"category_scores_gemma":[0.01576741,0.0004773417,0.0006375815,0.001941822,0.02072833,0.02201607,0.01113018,0.006747392,0.01039267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889177,"about_ca_system_score_gemma":0.01013025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456239,"about_ca_topic_score_gemma":0.005830202,"domain_scores_codex":[0.9888806,0.005730468,0.0003232571,0.001178926,0.002649264,0.001237442],"domain_scores_gemma":[0.9891794,0.002944492,0.000526278,0.002916724,0.001934397,0.002498792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002911037,0.00007203387,0.001126376,0.0002043453,0.00001065154,0.0002420484,0.08171593,0.0002726689,0.0004419904,0.6862779,0.123704,0.1059029],"study_design_scores_gemma":[0.000003712269,0.0000265085,0.0004917976,0.0002516674,0.000006000147,0.0001837792,0.03318555,0.0001319622,0.0003386219,0.05835702,0.9070064,0.000017091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01499517,0.002264516,0.01466778,0.03093662,0.003694475,0.0002571023,0.000143039,0.0004508391,0.9325903],"genre_scores_gemma":[0.3498259,0.005108659,0.02033681,0.008967428,0.0009677889,0.0005959688,0.0004113824,0.0009467293,0.6128392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02249074,"threshold_uncertainty_score":0.075239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1780719601","doi":"10.7551/mitpress/9780262019583.003.0002","title":"How Insight Emerges in a Distributed, Content-Addressable Memory","year":2013,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Vlaamse regering","keywords":"Creativity; MAGIC (telescope); Task (project management); Cognitive science; Stimulus (psychology); Psychology; Cognitive psychology; Social psychology","authors":[{"name":"Liane Gabora","is_ca":false},{"name":"Apara Ranjan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.144526396689747,"gpt":0.30963828462783,"spread":0.165111887938083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533057,0.0004932638,0.0006068242,0.001306985,0.00161305,0.01043961,0.002082957,0.002479153,0.01218964],"category_scores_gemma":[0.00654166,0.0004890215,0.0007819225,0.0008895395,0.009784278,0.02518507,0.004275489,0.003512711,0.003098191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539995,"about_ca_system_score_gemma":0.001063791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214566,"about_ca_topic_score_gemma":0.001079527,"domain_scores_codex":[0.9990477,0.000232086,0.00004412503,0.0002712886,0.0002684013,0.0001362618],"domain_scores_gemma":[0.9983128,0.0007050721,0.00009042282,0.0005311156,0.0002148456,0.0001457183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004707604,0.00002915737,0.0005039238,0.0001213978,0.0000287387,0.0003149399,0.007210102,0.001030549,0.003243516,0.9529161,0.004704734,0.0298498],"study_design_scores_gemma":[0.00001538411,0.00001802954,0.0002753536,0.00005169057,0.00001342381,0.0002145287,0.00108254,0.001952798,0.0008442584,0.9699575,0.02555944,0.00001504255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1140107,0.009968076,0.4048927,0.05397856,0.001623934,0.0001955789,0.0006698848,0.002171137,0.4124893],"genre_scores_gemma":[0.8185724,0.004312006,0.1256455,0.004512752,0.0006012067,0.0002383777,0.0006292498,0.0006177031,0.04487079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01218964,"threshold_uncertainty_score":0.04077846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126410641","doi":"10.7551/mitpress/7503.003.0060","title":"iLSTD: Eligibility Traces and Convergence Analysis","year":2007,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Reinforcement Learning in Robotics","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Convergence (economics); Computer science; Economics; Macroeconomics","authors":[{"name":"Alborz Geramifard","is_ca":true},{"name":"Michael Bowling","is_ca":true},{"name":"Martin Zinkevich","is_ca":true},{"name":"Richard S. Sutton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06079291191339031,"gpt":0.2960664466490978,"spread":0.2352735347357074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00512787,0.001080512,0.001262507,0.001674194,0.0008359517,0.00196575,0.00288157,0.001584838,0.008976622],"category_scores_gemma":[0.04484484,0.0007105201,0.001128933,0.00149588,0.002413265,0.004630116,0.003272258,0.004761828,0.001183696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044169,"about_ca_system_score_gemma":0.002999316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00465646,"about_ca_topic_score_gemma":0.003437264,"domain_scores_codex":[0.9977419,0.000779723,0.0001309129,0.0003003377,0.0008383455,0.0002087344],"domain_scores_gemma":[0.9717705,0.02163372,0.0009143684,0.002055884,0.002926289,0.0006991511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000292876,0.000226305,0.002615611,0.0003405255,0.00007145506,0.0001489649,0.0002485319,0.6465865,0.001844139,0.1828371,0.007950055,0.1568379],"study_design_scores_gemma":[0.00001296318,0.00002021317,0.00007727808,0.00001958297,0.000006322739,0.00002384311,0.00001122688,0.969094,0.0005959859,0.02930609,0.0008256208,0.000006704805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01014679,0.0004887845,0.9835953,0.0004069667,0.00008244667,0.00007577242,0.00009334756,0.0007176127,0.004392967],"genre_scores_gemma":[0.437069,0.000810205,0.551855,0.0004565599,0.0001272072,0.0005394103,0.0006057086,0.0008977291,0.007639296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008976622,"threshold_uncertainty_score":0.03002977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101664365","doi":"10.7551/mitpress/7503.003.0104","title":"Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields","year":2007,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Domain Adaptation and Few-Shot Learning","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Discriminative model; Dependency (UML); Computer science; Artificial intelligence; Conditional random field; Pattern recognition (psychology)","authors":[{"name":"Chi-Hoon Lee","is_ca":true},{"name":"Shaojun Wang","is_ca":false},{"name":"Dale Schuurmans","is_ca":true},{"name":"Russell Greiner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06359360411955886,"gpt":0.274220810934391,"spread":0.2106272068148321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210363,0.0009305834,0.00125168,0.0006921174,0.0002885327,0.0008071401,0.002015664,0.001196015,0.001231384],"category_scores_gemma":[0.004135517,0.0006526,0.0007180106,0.001015337,0.001238975,0.00213578,0.001079123,0.001904207,0.0007121731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005909419,"about_ca_system_score_gemma":0.0006796068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877139,"about_ca_topic_score_gemma":0.00306015,"domain_scores_codex":[0.9991317,0.0004237359,0.00002876914,0.0002113821,0.0001499395,0.00005439006],"domain_scores_gemma":[0.9978801,0.001166161,0.0001639578,0.0005013199,0.000234068,0.00005444577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009474937,0.00010742,0.001294267,0.0001992833,0.0001086373,0.0001175404,0.0001697207,0.5864464,0.01097333,0.04367667,0.007604981,0.349207],"study_design_scores_gemma":[0.000005176267,0.00002106541,0.0002434095,0.00001098025,0.000007742875,0.00005896334,0.000006711465,0.9708581,0.001700299,0.02555936,0.00151626,0.00001188851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002918892,0.000174927,0.9958447,0.00008571528,0.00001111169,0.00001368437,0.00005440383,0.0003147366,0.0005818776],"genre_scores_gemma":[0.2629739,0.0006924112,0.7297287,0.0003585911,0.0001518954,0.0001857384,0.000899244,0.0003301153,0.004679358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00210363,"threshold_uncertainty_score":0.01112515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1514526806","doi":"10.7551/mitpress/2030.003.0008","title":"Symbol Grounding and the Origin of Language","year":2002,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Symbol (formal); Ground; Linguistics; Communication; Computer science; Psychology; Philosophy; Engineering; Electrical engineering","authors":[{"name":"Stevan Harnad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04060361508470526,"gpt":0.2782789728749066,"spread":0.2376753577902014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008728523,0.0002412038,0.0002197643,0.0009094558,0.001241116,0.004374215,0.000646552,0.001105988,0.00649743],"category_scores_gemma":[0.002939241,0.0001928351,0.0002033641,0.0008579735,0.0118774,0.005014065,0.001655029,0.001958655,0.0009581284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646512,"about_ca_system_score_gemma":0.001121764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274289,"about_ca_topic_score_gemma":0.001787296,"domain_scores_codex":[0.999446,0.0002230611,0.00002434729,0.0001125742,0.0001412539,0.00005272966],"domain_scores_gemma":[0.9988386,0.0006340021,0.00007559355,0.0001994036,0.0002072359,0.0000452632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009003881,0.000004638347,0.0001322399,0.0000217093,0.000001312422,0.00006000638,0.002034245,0.0001805493,0.0002651856,0.983502,0.0008903618,0.01289863],"study_design_scores_gemma":[0.0000114949,0.00001331229,0.0005765736,0.0001067375,0.000005618246,0.0001874413,0.0008016261,0.001356217,0.0009018651,0.9216403,0.0743887,0.00001020619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07727038,0.007605616,0.06378936,0.009130614,0.0003326907,0.00003191105,0.0002221688,0.0002858231,0.8413314],"genre_scores_gemma":[0.9593447,0.001707534,0.01184173,0.0003242205,0.0001257548,0.00002907011,0.0001416787,0.0001042189,0.0263811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00649743,"threshold_uncertainty_score":0.02173609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100110221","doi":"10.7551/mitpress/7503.003.0197","title":"The Robustness-Performance Tradeoff in Markov Decision Processes","year":2007,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Robustness (evolution); Computer science; Markov decision process; Markov chain; Markov model; Markov process; Mathematics; Machine learning; Statistics; Chemistry","authors":[{"name":"Huan Xu","is_ca":true},{"name":"Shie Mannor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1164357919158366,"gpt":0.3379246392082595,"spread":0.221488847292423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002430668,0.0009068231,0.0008730594,0.0004047573,0.0004085388,0.001793452,0.0006587841,0.001152475,0.001951263],"category_scores_gemma":[0.005490558,0.0005108207,0.0005684856,0.0007818845,0.001940439,0.001883892,0.0009229453,0.001782071,0.0002883754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550089,"about_ca_system_score_gemma":0.0009772014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382951,"about_ca_topic_score_gemma":0.0008395395,"domain_scores_codex":[0.9986976,0.0006488155,0.00004179939,0.0001683481,0.0003376488,0.0001057738],"domain_scores_gemma":[0.9975636,0.002115935,0.0001105894,0.00009054852,0.00007482557,0.00004457152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000582324,0.00002139649,0.0002650585,0.00009402424,0.00002689153,0.00005965338,0.0001107648,0.4111707,0.0008915261,0.5529943,0.001259991,0.03304738],"study_design_scores_gemma":[0.000008986271,0.0000369055,0.0001222435,0.0000305885,0.000009741788,0.00002379305,0.00001299955,0.5864896,0.0004131121,0.4114404,0.001399379,0.00001226783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02334487,0.002961915,0.9544044,0.0009603851,0.00006178626,0.0000299853,0.00005897998,0.0001788416,0.01799889],"genre_scores_gemma":[0.8178411,0.00441153,0.168555,0.000210496,0.0001994866,0.0001412999,0.00009194163,0.00009319323,0.008456081],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002430668,"threshold_uncertainty_score":0.01285475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808286625","doi":"10.7551/mitpress/9781906897710.001.0001","title":"A Future for Public Service Television","year":2018,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"College of Pharmacy, University of Michigan; Cardiff University; University of Michigan; University of Glasgow; Harvard University","keywords":"Public broadcasting; Public service; Politics; Futures contract; Corporation; Service (business); Advertising; Media studies; Political science; Business; Public relations; Sociology; Marketing; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08674028343015193,"gpt":0.3185144830329012,"spread":0.2317741996027493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002192923,0.0004756282,0.0001961946,0.0009424135,0.0025217,0.005906938,0.0005252308,0.002261301,0.04607403],"category_scores_gemma":[0.0006703541,0.0001847069,0.0002786833,0.001131688,0.001711563,0.005824542,0.001430667,0.003347171,0.01709015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247241,"about_ca_system_score_gemma":0.003359692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008297325,"about_ca_topic_score_gemma":0.01601156,"domain_scores_codex":[0.9996195,0.00007616017,0.000008836567,0.00004276589,0.0001840188,0.00006872582],"domain_scores_gemma":[0.9997965,0.000052885,0.00001094222,0.00001589253,0.00007290027,0.00005083215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005803841,0.00001849184,0.00007090635,0.00007372398,0.000001276688,0.00007947567,0.001319289,0.00006205151,0.0001394798,0.249952,0.6838725,0.06440498],"study_design_scores_gemma":[6.019534e-7,0.000001440386,0.00003681005,0.00006520803,3.095962e-7,0.00003660121,0.0003645313,0.00001683981,0.00001288749,0.005114388,0.9943494,9.901192e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000652843,0.02695114,0.00110104,0.01702694,0.003263219,0.00002146532,0.00008423103,0.0002063943,0.9506928],"genre_scores_gemma":[0.01079944,0.01800351,0.001145714,0.005020576,0.00133009,0.00004309146,0.0001136132,0.0001226353,0.9634213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04607403,"threshold_uncertainty_score":0.154133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293695914","doi":"10.7551/mitpress/12117.001.0001","title":"Musical Bodies, Musical Minds","year":2022,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Oxford","keywords":"Musicality; Musical; Embodied cognition; Cognitive science; Music psychology; New Interfaces for Musical Expression; Psychology; Music and emotion; Musical composition; Meaning (existential); Cognition; Musical development; Aesthetics; Epistemology; Music history; Visual arts; Art; Neuroscience; Philosophy","authors":[{"name":"Dylan van der Schyff","is_ca":false},{"name":"Andrea Schiavio","is_ca":false},{"name":"David J. Elliott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08388771855428875,"gpt":0.2846206093242957,"spread":0.200732890770007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002819999,0.00043502,0.0001920524,0.0006831422,0.001210991,0.002873036,0.0005646341,0.001316031,0.008324344],"category_scores_gemma":[0.0005515958,0.0001561475,0.0001875589,0.0005176246,0.005415371,0.006214121,0.001342592,0.002448362,0.002919233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439048,"about_ca_system_score_gemma":0.0008570268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318814,"about_ca_topic_score_gemma":0.002305145,"domain_scores_codex":[0.9998592,0.00003511449,0.000003853342,0.00002538658,0.00006521246,0.00001122803],"domain_scores_gemma":[0.9998559,0.00007264579,0.000007281034,0.00001685854,0.00002706069,0.00002024268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001210113,0.00001081056,0.00004812288,0.000058867,0.000001518691,0.0000776149,0.001479999,0.0002575811,0.0004723231,0.9276903,0.04352428,0.02636644],"study_design_scores_gemma":[0.00000580682,0.000007623384,0.0001946277,0.00008350358,0.000002604463,0.000296002,0.0005795609,0.0004622244,0.0002244826,0.4156614,0.5824767,0.000005365705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00244682,0.02816831,0.01250649,0.009369999,0.001959485,0.0000156475,0.00003383282,0.0001352573,0.9453641],"genre_scores_gemma":[0.06561181,0.01353595,0.004482565,0.004271368,0.001120773,0.00006550217,0.0000618158,0.0001039587,0.9107462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008324344,"threshold_uncertainty_score":0.02784777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W16659848","doi":"10.7551/mitpress/9187.003.0008","title":"Animal Navigation: A Synthesis","year":2011,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","authors":[{"name":"Jan Wiener","is_ca":false},{"name":"Sara J. Shettleworth","is_ca":true},{"name":"Verner P. Bingman","is_ca":false},{"name":"Ken Cheng","is_ca":false},{"name":"Susan D. Healy","is_ca":false},{"name":"Lucia F. Jacobs","is_ca":false},{"name":"Kathryn J. Jeffery","is_ca":false},{"name":"Hanspeter A. Mallot","is_ca":false},{"name":"Randolf Menzel","is_ca":false},{"name":"Nora S. Newcombe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05257895445455978,"gpt":0.2142458022594923,"spread":0.1616668478049325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006226206,0.001246625,0.001260312,0.002337812,0.001027271,0.004022629,0.001437894,0.002305496,0.008412612],"category_scores_gemma":[0.001636873,0.0004454744,0.0007389611,0.002647628,0.003412934,0.004284929,0.001546513,0.002931889,0.004312673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002766389,"about_ca_system_score_gemma":0.001741997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005152513,"about_ca_topic_score_gemma":0.003465921,"domain_scores_codex":[0.9996139,0.0001067181,0.00003395246,0.0001264059,0.00008841083,0.00003058256],"domain_scores_gemma":[0.9993843,0.0002524819,0.00004087516,0.00006491548,0.0001959336,0.0000614274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009532689,0.00006866119,0.0009696711,0.004028807,0.0001247972,0.0002677548,0.001067074,0.006761611,0.001488898,0.5471476,0.07137385,0.3666059],"study_design_scores_gemma":[0.000005491467,0.00005182269,0.0009620928,0.001288729,0.00003321102,0.0002437977,0.0002083128,0.001203349,0.0001418983,0.2368165,0.7590214,0.00002344336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002261401,0.8720027,0.02988702,0.0107327,0.005746297,0.00003063835,0.0004227911,0.0001599766,0.07875649],"genre_scores_gemma":[0.05545163,0.872301,0.01754574,0.005957813,0.01176243,0.000149573,0.0008116045,0.0001681102,0.03585219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008412612,"threshold_uncertainty_score":0.02814293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}