{"meta":{"query_hash":"27d85ec9855c","filters":{"venue":"Urban studies"},"cohort_total":17,"direct_labels_cover":0,"predictions_cover":17,"exported":17,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/27d85ec9855c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Urban+studies"},"results":[{"id":"W3048883187","doi":"10.14361/9783839452219-038","title":"Anhang 07: Auswertung der Fallstudie Ottawa Tool Library","year":2020,"lang":"de","type":"book-chapter","venue":"Urban studies","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Computer science","score_opus":0.06044336442682928,"score_gpt":0.22511306141352022,"score_spread":0.16466969698669093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048883187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000118834054,0.1550458,0.000003232485,0.008656116,0.0035196117,0.000709121,0.0008758885,0.0005242296,0.83054715],"genre_scores_gemma":[0.0155443745,0.04080778,0.00025310932,0.033758122,0.016661655,0.00012198575,0.0009757144,0.00037227036,0.891505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962345,0.00004473614,0.0015946801,0.0007636762,0.00068208366,0.00068036624],"domain_scores_gemma":[0.99761814,0.0003846839,0.0008757865,0.0006028421,0.00031017532,0.00020836231],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012250083,0.0011979984,0.0016349789,0.0002500961,0.0019457958,0.0014568884,0.00069476047,0.00031579603,0.016829442],"category_scores_gemma":[0.000051252126,0.0009804715,0.000584039,0.0000599398,0.00092656846,0.0032364582,0.0015330865,0.0006938654,0.012046674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003682669,0.00001807278,0.00014333495,0.000732135,0.0027683713,0.00003634246,0.03195305,6.464204e-7,2.861706e-7,0.5281002,0.43538824,0.000822504],"study_design_scores_gemma":[0.00052272365,0.00026914023,0.00006783875,0.0006594433,0.0006891678,0.0000024041417,0.015073093,0.000029426024,0.000012647206,0.00795209,0.9735055,0.0012165331],"about_ca_topic_score_codex":0.00002544628,"about_ca_topic_score_gemma":0.0000548592,"teacher_disagreement_score":0.53811723,"about_ca_system_score_codex":0.00005595382,"about_ca_system_score_gemma":0.000115443465,"threshold_uncertainty_score":0.99957967},"labels":[],"label_agreement":null},{"id":"W3083603716","doi":"10.14361/9783839452219-039","title":"Anhang 08: Auswertung der Fallstudien: Toronto Tool Library","year":2020,"lang":"de","type":"book-chapter","venue":"Urban studies","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology","score_opus":0.05759594590628162,"score_gpt":0.22808468756882305,"score_spread":0.17048874166254144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083603716","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000074382675,0.2515082,0.0000021332644,0.0040388214,0.003136057,0.0006050408,0.0005991366,0.0004101359,0.73962605],"genre_scores_gemma":[0.012271178,0.08375268,0.00022146906,0.026654134,0.01596526,0.00012616352,0.0007716157,0.00032694117,0.85991055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645686,0.000040305295,0.0014244245,0.00075712125,0.0006533352,0.0006679254],"domain_scores_gemma":[0.99784386,0.0002927436,0.0007491535,0.0006060202,0.00029666902,0.00021154308],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010500664,0.0011641576,0.0015813138,0.00011058476,0.0018226465,0.0013198967,0.0006385231,0.00029770104,0.021811523],"category_scores_gemma":[0.000037329282,0.00095250347,0.00055198534,0.000036117184,0.00074573356,0.004892177,0.0016532085,0.00046824405,0.005071178],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059311216,0.00001946034,0.00007046047,0.00065353164,0.0028023322,0.000025539823,0.058468487,3.8347437e-7,3.373223e-7,0.5673979,0.36915788,0.0013443796],"study_design_scores_gemma":[0.0005204482,0.00031723423,0.000046571506,0.0005985516,0.00061563164,0.0000018970543,0.035579138,0.000026114969,0.000009563423,0.0043804296,0.95673716,0.0011672344],"about_ca_topic_score_codex":0.00011357273,"about_ca_topic_score_gemma":0.00039834395,"teacher_disagreement_score":0.5875793,"about_ca_system_score_codex":0.00012258986,"about_ca_system_score_gemma":0.000097070915,"threshold_uncertainty_score":0.9997168},"labels":[],"label_agreement":null},{"id":"W4296177940","doi":"10.14361/9783839459645-004","title":"From Smart to Platform Urbanism to Platform Municipalism","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urbanism; Dystopia; Urban planning; Futures contract; Scope (computer science); Corporate governance; Institutionalisation; Politics; Smart city; Political science; Environmental planning; Engineering; Architectural engineering; Sociology; Civil engineering; Architecture; Geography; Computer science; Business; Management; Internet of Things; Economics","score_opus":0.05330535329326268,"score_gpt":0.24370051199297016,"score_spread":0.19039515869970747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296177940","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011267991,0.0409143,0.00005792318,0.00059959263,0.0063417414,0.0012104778,0.001440818,0.003895484,0.9342717],"genre_scores_gemma":[0.049590386,0.007802624,0.0030298906,0.0018525928,0.0028221498,0.0010764981,0.00040511237,0.0008569498,0.9325638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997975,0.0000020775587,0.0004969334,0.0005256579,0.00043143798,0.00056891795],"domain_scores_gemma":[0.99862796,0.00019684843,0.000065908425,0.00091459835,0.00006221151,0.00013245214],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000088955094,0.0007130703,0.000964161,0.000419368,0.00027868722,0.000052922198,0.0006636027,0.0003202683,0.0010485576],"category_scores_gemma":[0.000045233952,0.00071076007,0.00022336227,0.00009583756,0.00009487117,0.00011399372,0.0013167727,0.0006886897,0.0005918565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027226853,0.000008504259,0.000024161285,0.00010578117,0.0019096638,0.00009427167,0.014189045,0.00050113385,0.000021859016,0.11753291,0.8570521,0.008533371],"study_design_scores_gemma":[0.00017636121,0.00015150494,0.00002576437,0.00017041592,0.00011423606,0.0000033647618,0.0037478309,0.00002096791,0.00009647964,0.017887617,0.976786,0.0008194396],"about_ca_topic_score_codex":0.00029285956,"about_ca_topic_score_gemma":0.0006586483,"teacher_disagreement_score":0.119733945,"about_ca_system_score_codex":0.00052015594,"about_ca_system_score_gemma":0.000016517017,"threshold_uncertainty_score":0.99986464},"labels":[],"label_agreement":null},{"id":"W4296312950","doi":"10.14361/9783839463543","title":"Transferprotokolle","year":2022,"lang":"de","type":"book","venue":"Urban studies","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Business administration; Art; Business","score_opus":0.07362728872463017,"score_gpt":0.3633645073094467,"score_spread":0.2897372185848165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296312950","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032731095,0.023322538,0.000020015254,0.015324198,0.0014526175,0.00069497706,0.00035867805,0.00012473806,0.9586695],"genre_scores_gemma":[0.009345398,0.005615901,0.000024023153,0.0016770058,0.0023212384,0.00025326034,0.00015003092,0.00003019029,0.98058295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646324,0.0004953095,0.00062777905,0.00060114043,0.0011255511,0.0006869519],"domain_scores_gemma":[0.9983013,0.0006600496,0.00016747272,0.0003271086,0.00023307056,0.0003109966],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000798412,0.00041113593,0.0009398019,0.0001862028,0.0024367166,0.00012135504,0.0005627923,0.00022423398,0.03242479],"category_scores_gemma":[0.00041897624,0.00038300751,0.0006214971,0.00051768473,0.0015510467,0.00010807334,0.00018605334,0.0006094498,0.0013863615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001092919,0.000074129566,0.00011328411,0.000069124595,0.0013085388,0.00002298013,0.01661107,4.9492076e-7,1.8809925e-7,0.4367376,0.54443204,0.0006196261],"study_design_scores_gemma":[0.00017215472,0.00014244989,0.000017766486,0.000028614591,0.00060172816,5.270814e-7,0.014502213,0.000004330666,0.000001128683,0.014620534,0.96948975,0.00041876952],"about_ca_topic_score_codex":0.00015450206,"about_ca_topic_score_gemma":0.00047287677,"teacher_disagreement_score":0.42505774,"about_ca_system_score_codex":0.0006340303,"about_ca_system_score_gemma":0.0013190276,"threshold_uncertainty_score":0.9998622},"labels":[],"label_agreement":null},{"id":"W4308338635","doi":"10.14361/9783839463871-009","title":"Conclusion","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Political science; Sociology","score_opus":0.07515900973136584,"score_gpt":0.32849294348784,"score_spread":0.2533339337564741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024410101,0.06663922,5.202498e-7,0.0012658496,0.0012307855,0.00013001765,0.00006670799,0.00012064819,0.93052185],"genre_scores_gemma":[0.0018725639,0.0088574905,0.000020504927,0.0003789364,0.00087809406,0.000011635663,0.000010918735,0.00002519352,0.98794466],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986887,0.00003445234,0.00016771918,0.0002821479,0.00060132146,0.0002256586],"domain_scores_gemma":[0.99926126,0.00022545949,0.00020215976,0.00017655021,0.00008315827,0.00005143575],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030322434,0.00018239675,0.0003316707,0.00004737977,0.0012978347,0.000020765083,0.00024106583,0.00011110905,0.0016457989],"category_scores_gemma":[0.00016463194,0.00017920762,0.000112982765,0.000029498691,0.0004204786,0.000053339245,0.00029693355,0.00030829312,0.00020146486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004026187,0.000002734844,0.00014725792,0.000008040214,0.00008811487,0.00002753006,0.011484438,3.0437855e-7,1.675814e-7,0.37289235,0.61446893,0.0008761252],"study_design_scores_gemma":[0.0000695756,0.000032475462,0.00002626365,0.00007471515,0.00004603408,4.8172353e-7,0.0009794296,1.3137505e-7,3.1689143e-7,0.009234547,0.9893237,0.00021232967],"about_ca_topic_score_codex":0.00024597987,"about_ca_topic_score_gemma":0.0005141124,"teacher_disagreement_score":0.3748548,"about_ca_system_score_codex":0.00032446304,"about_ca_system_score_gemma":0.00012217143,"threshold_uncertainty_score":0.9992668},"labels":[],"label_agreement":null},{"id":"W4308338637","doi":"10.14361/9783839463871","title":"Wilhelmsburg is our home!","year":2022,"lang":"en","type":"book","venue":"Urban studies","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Racialization; Gentrification; Neighbourhood (mathematics); Sociology; Redevelopment; Social exclusion; Gender studies; Silence; Context (archaeology); Stigma (botany); Geography; Political science; Race (biology); Aesthetics; Economic growth; Art; Psychology; Law; Archaeology","score_opus":0.07730131133844657,"score_gpt":0.34301585087435515,"score_spread":0.26571453953590857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338637","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020919875,0.027683485,0.0000032645562,0.0031664663,0.0018114531,0.00021868377,0.00007541744,0.00023059928,0.9667897],"genre_scores_gemma":[0.000629483,0.0029082787,0.000021876796,0.0018733428,0.0014136703,0.000026819835,0.00004513565,0.0000344387,0.99304694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826336,0.000101599966,0.00022820113,0.0003445387,0.0007370379,0.00032526255],"domain_scores_gemma":[0.99925166,0.00010280598,0.00018858626,0.00019998435,0.0001740261,0.000082917184],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003650547,0.00022131413,0.0004199239,0.00013968728,0.0014712348,0.00007118855,0.0003508361,0.00015269515,0.0020296145],"category_scores_gemma":[0.00017022621,0.0002320975,0.00013475836,0.00020489232,0.00016123406,0.000087184446,0.00023981111,0.00035641558,0.0003106211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021368785,0.000009793221,0.00091261655,0.000021810989,0.00020229584,0.000014129739,0.04793069,5.0382334e-7,1.0086612e-7,0.02003212,0.93043965,0.00043412056],"study_design_scores_gemma":[0.00008946614,0.000021483496,0.000046521884,0.000043685384,0.000073856696,3.8853696e-7,0.029753266,3.3057577e-7,3.1038633e-7,0.0035324553,0.96616614,0.00027207637],"about_ca_topic_score_codex":0.000053358643,"about_ca_topic_score_gemma":0.0001620501,"teacher_disagreement_score":0.03572648,"about_ca_system_score_codex":0.00053168007,"about_ca_system_score_gemma":0.00046668568,"threshold_uncertainty_score":0.9998287},"labels":[],"label_agreement":null},{"id":"W4308338645","doi":"10.14361/9783839463871-006","title":"4. Heimat Wilhelmsburg","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Geography","score_opus":0.033771314439869624,"score_gpt":0.24021940487132426,"score_spread":0.20644809043145462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009475335,0.031981096,0.0000013516849,0.0023338564,0.0007409789,0.0003392427,0.000044719047,0.0001415397,0.9634697],"genre_scores_gemma":[0.0037942198,0.016859693,0.00010747217,0.0019533308,0.00021950935,0.00012688473,0.000025643349,0.000051816318,0.9768614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983443,0.000024793957,0.0003384433,0.00056322187,0.000400077,0.00032917238],"domain_scores_gemma":[0.99916166,0.00024071026,0.00018169289,0.000328409,0.000023626362,0.00006392721],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020333058,0.000376865,0.00054980576,0.000059119957,0.00081545615,0.000012859215,0.00028059233,0.00012988134,0.014289054],"category_scores_gemma":[0.00006843063,0.0003319955,0.00020881603,0.0000781103,0.0010093632,0.0000824001,0.0011937835,0.0003648316,0.00096689124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001639038,0.00003742282,0.0927967,0.000039599545,0.0008145893,0.000047934802,0.0009898052,0.000013441734,0.0000034197728,0.04704531,0.8550419,0.0031534913],"study_design_scores_gemma":[0.0001269373,0.00010296178,0.015557251,0.000017483306,0.000116219904,0.0000031016075,0.00011962364,0.0000010254811,8.572262e-7,0.033387884,0.9502113,0.0003553734],"about_ca_topic_score_codex":0.00007720358,"about_ca_topic_score_gemma":0.00093281904,"teacher_disagreement_score":0.09516938,"about_ca_system_score_codex":0.00022922683,"about_ca_system_score_gemma":0.000008131466,"threshold_uncertainty_score":0.9999132},"labels":[],"label_agreement":null},{"id":"W4308338759","doi":"10.14361/9783839463871-010","title":"Bibliography","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociology","score_opus":0.07318308958158694,"score_gpt":0.3170320576548799,"score_spread":0.24384896807329298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338759","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010240996,0.10886749,4.5504288e-7,0.0008656531,0.001092299,0.000121386285,0.00009784234,0.00015232184,0.88879234],"genre_scores_gemma":[0.0005333326,0.12705983,0.000028103414,0.00031613995,0.0007907078,0.000019126786,0.000009026744,0.00002844501,0.8712153],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850637,0.000034062683,0.00018301689,0.00032557332,0.00067019387,0.0002807924],"domain_scores_gemma":[0.99918914,0.00022016423,0.00021317853,0.00021764495,0.000096207485,0.00006368113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031838103,0.00021536507,0.0003602307,0.0021788941,0.0010284221,0.00003994804,0.00030214118,0.000114729126,0.0013679868],"category_scores_gemma":[0.00007009437,0.00021497384,0.00021985556,0.0009773262,0.0005408462,0.00007731862,0.00016044032,0.00034624533,0.00015224304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003387587,0.000003980347,0.00090811687,0.000009602014,0.00021477853,0.000023008435,0.003270871,2.1686904e-7,6.438197e-8,0.23324649,0.7620211,0.00029836316],"study_design_scores_gemma":[0.00005828262,0.000034124554,0.00012786278,0.000060703725,0.00006656606,3.8831647e-7,0.0006926717,3.7578392e-8,1.462098e-7,0.013641191,0.98506653,0.00025151615],"about_ca_topic_score_codex":0.0004620873,"about_ca_topic_score_gemma":0.00047525426,"teacher_disagreement_score":0.2230454,"about_ca_system_score_codex":0.000056377812,"about_ca_system_score_gemma":0.000053408476,"threshold_uncertainty_score":0.9995449},"labels":[],"label_agreement":null},{"id":"W4308338770","doi":"10.14361/9783839463871-toc","title":"Contents","year":2022,"lang":"en","type":"paratext","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Business","score_opus":0.102319804088401,"score_gpt":0.3674009145919233,"score_spread":0.26508111050352234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338770","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000322566,0.17842758,0.0000012657616,0.0009962098,0.0094792135,0.00018365227,0.00029700028,0.00006210009,0.81023043],"genre_scores_gemma":[0.006506477,0.012468066,0.000012660538,0.0005358007,0.0015709163,0.00008074184,0.00004646589,0.00002252909,0.97875637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982259,0.00019741736,0.00019906879,0.0003410217,0.00063371006,0.00040286928],"domain_scores_gemma":[0.99912894,0.0002552208,0.00023872138,0.00020077385,0.00011271897,0.00006360746],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028643198,0.0002039077,0.000451141,0.00005765038,0.0012776703,0.000047421814,0.00040510113,0.000115293515,0.0057904073],"category_scores_gemma":[0.00038255512,0.0001970834,0.00012190417,0.00020017414,0.00038331107,0.000056690667,0.00020258522,0.00038471026,0.005778756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067170167,0.000017164726,0.0005880543,0.00002448235,0.00022701111,0.000012374653,0.017158847,0.0000017610158,4.089509e-7,0.0008789717,0.98073167,0.00035251788],"study_design_scores_gemma":[0.00011296255,0.000029892895,0.00010614636,0.0000695781,0.000036219324,2.8011448e-7,0.007942819,1.3171585e-7,0.0000011412782,0.00005473858,0.99141675,0.00022931976],"about_ca_topic_score_codex":0.0017151419,"about_ca_topic_score_gemma":0.0004282828,"teacher_disagreement_score":0.16852593,"about_ca_system_score_codex":0.00035590283,"about_ca_system_score_gemma":0.00014765229,"threshold_uncertainty_score":0.99511844},"labels":[],"label_agreement":null},{"id":"W4308338771","doi":"10.14361/9783839463871-007","title":"5. Planning Strategies to \"Restructure\" Hamburg-Wilhelmsburg","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Business; Economic geography; Economics; Finance","score_opus":0.08991678553860026,"score_gpt":0.3559083438272769,"score_spread":0.2659915582886766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014910883,0.016294967,0.00004330709,0.0012486617,0.0014614931,0.00036578407,0.000052090207,0.00033038977,0.9800542],"genre_scores_gemma":[0.014348859,0.00090116065,0.00017782657,0.00126123,0.0013716279,0.000036413123,0.00004773819,0.00007409445,0.98178107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978481,0.000061452294,0.00034003524,0.00049466745,0.000820755,0.00043498236],"domain_scores_gemma":[0.99895734,0.00021248196,0.00020969575,0.00025601374,0.00019977197,0.00016467593],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003302709,0.00036589103,0.0005377956,0.00026270736,0.0017177957,0.00020739959,0.00041061922,0.00019523564,0.0027889828],"category_scores_gemma":[0.00014267303,0.0003804119,0.00013030169,0.00013918475,0.0003091806,0.00020961232,0.0003062693,0.00047548278,0.00012742185],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010351325,0.0000041000694,0.0003801794,0.000021794021,0.0003115313,0.00006312238,0.064447425,0.0001410554,0.0000026245991,0.64125156,0.29295617,0.00041005958],"study_design_scores_gemma":[0.00008107144,0.00004833718,0.00013418857,0.00010596278,0.000087803295,0.0000013877897,0.023154171,5.6325496e-7,0.0000011183446,0.01729307,0.95866555,0.00042680537],"about_ca_topic_score_codex":0.00014559714,"about_ca_topic_score_gemma":0.00028276938,"teacher_disagreement_score":0.6657093,"about_ca_system_score_codex":0.00030273767,"about_ca_system_score_gemma":0.00030165986,"threshold_uncertainty_score":0.99986476},"labels":[],"label_agreement":null},{"id":"W4308338772","doi":"10.14361/9783839463871-001","title":"Acknowledgments","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Geography; Sociology","score_opus":0.09173361619145882,"score_gpt":0.3370597831294431,"score_spread":0.2453261669379843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338772","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001718847,0.06319136,3.4691925e-7,0.00055259094,0.0017552796,0.00013574898,0.00007092108,0.00011236166,0.9341642],"genre_scores_gemma":[0.0008040046,0.0073069828,0.000021529806,0.00021898163,0.0010056586,0.000019827545,0.00001032971,0.000029066088,0.9905836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865526,0.00003180853,0.00017587809,0.0003060596,0.000567821,0.0002631653],"domain_scores_gemma":[0.99928343,0.000161861,0.00019309361,0.0001996435,0.0001031307,0.000058853337],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026818257,0.00020316486,0.00034050076,0.00005604975,0.00095384906,0.000025779154,0.0002911889,0.00010624619,0.002410689],"category_scores_gemma":[0.00018218104,0.00020538528,0.00012103234,0.000034246168,0.0003672221,0.00006244729,0.00021425508,0.00031384663,0.00063173805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035668809,0.000005552727,0.00026061182,0.000011808153,0.00018963945,0.000020625832,0.009771008,1.9239842e-7,8.7288726e-8,0.25720567,0.7315736,0.00095766824],"study_design_scores_gemma":[0.00007391833,0.000027934902,0.00003630204,0.00008254921,0.000057388315,2.6265621e-7,0.00075338286,6.9736025e-8,2.8313553e-7,0.007720184,0.99102134,0.00022638436],"about_ca_topic_score_codex":0.000115600225,"about_ca_topic_score_gemma":0.00054681936,"teacher_disagreement_score":0.25944778,"about_ca_system_score_codex":0.00037935926,"about_ca_system_score_gemma":0.00012296172,"threshold_uncertainty_score":0.99850124},"labels":[],"label_agreement":null},{"id":"W4308338776","doi":"10.14361/9783839463871-005","title":"3. Producing the \"Problem Neighbourhood\"","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Neighbourhood (mathematics); Economic geography; Geography; Sociology; Regional science; Mathematics; Mathematical analysis","score_opus":0.05962562320884986,"score_gpt":0.2981194276390421,"score_spread":0.23849380443019225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338776","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028806762,0.06704224,7.711792e-7,0.0046460554,0.0008303759,0.00032697828,0.000046817404,0.00013474593,0.9269432],"genre_scores_gemma":[0.0060542813,0.0049817767,0.00005305192,0.0005065449,0.001718197,0.000047837028,0.0000061863475,0.00004018959,0.98659194],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981371,0.000071262126,0.00024656058,0.0004468571,0.000734506,0.00036367422],"domain_scores_gemma":[0.9987787,0.00036836072,0.00032646593,0.000363444,0.000115292336,0.000047762493],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078619254,0.00025878983,0.00036983847,0.000044433327,0.0022125153,0.0000647624,0.0004933862,0.00009637199,0.0009563742],"category_scores_gemma":[0.00019631938,0.00018872287,0.00014948298,0.00006606643,0.0005749317,0.00007906344,0.00028333213,0.0005789751,0.00013418836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042914908,0.0000046931546,0.00022494404,0.000017964492,0.00020934262,0.000014250416,0.040372897,0.0000031060597,1.6226788e-7,0.44853842,0.5083586,0.0022513154],"study_design_scores_gemma":[0.000056644312,0.000030822048,0.00018628452,0.00010883368,0.000084436695,0.0000010941945,0.0020570203,1.8581508e-7,3.960463e-7,0.020709574,0.9765209,0.00024383682],"about_ca_topic_score_codex":0.0009260974,"about_ca_topic_score_gemma":0.0010954997,"teacher_disagreement_score":0.46816224,"about_ca_system_score_codex":0.00029127384,"about_ca_system_score_gemma":0.00018315893,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W4308338785","doi":"10.14361/9783839463871-004","title":"2. Methodology and Methods","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Econometrics; Regional science; Economics; Sociology","score_opus":0.260460379018306,"score_gpt":0.45750930485723373,"score_spread":0.19704892583892775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338785","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008458881,0.16060749,0.00007779511,0.0012511533,0.0010072464,0.00012377492,0.00003435937,0.00008510602,0.8368046],"genre_scores_gemma":[0.00004520254,0.016232725,0.014685274,0.00038024463,0.0005231898,0.00001908217,0.000003639986,0.000026527176,0.9680841],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984715,0.00043242093,0.00019578218,0.0003741476,0.00027660516,0.00024956794],"domain_scores_gemma":[0.9973983,0.0020769194,0.00022065899,0.000173701,0.000069342,0.00006108647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019646948,0.00020646559,0.00055839814,0.000073520976,0.0007945446,0.000020565052,0.00018622032,0.00015887727,0.0005525454],"category_scores_gemma":[0.0009418617,0.00019936563,0.00008807228,0.000034019104,0.00076360063,0.0000486878,0.00026981003,0.00038159336,0.000019003779],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007253493,0.0000023306252,0.00014847999,0.000018543924,0.0002728346,0.00001925897,0.020105517,1.5267644e-7,0.0000011416912,0.6922224,0.27271408,0.014487983],"study_design_scores_gemma":[0.00005955415,0.00003976546,0.000053589258,0.000029074019,0.000100218625,0.000002071042,0.0014190371,1.7882607e-7,0.0000010446823,0.05496499,0.9431248,0.000205685],"about_ca_topic_score_codex":0.0003489616,"about_ca_topic_score_gemma":0.00033545328,"teacher_disagreement_score":0.6704107,"about_ca_system_score_codex":0.0001336897,"about_ca_system_score_gemma":0.000081588885,"threshold_uncertainty_score":0.8129895},"labels":[],"label_agreement":null},{"id":"W4308338799","doi":"10.14361/9783839463871-002","title":"Introduction","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociology","score_opus":0.05079499880902654,"score_gpt":0.297846050312514,"score_spread":0.24705105150348744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338799","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013037204,0.040339265,7.5248795e-7,0.0062391423,0.0026152737,0.0001112354,0.00003672124,0.00013076625,0.9505138],"genre_scores_gemma":[0.00040244384,0.006251274,0.000024804945,0.00015720828,0.006049319,0.000013645677,0.00001335472,0.00002186242,0.9870661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988478,0.000030520496,0.00015043783,0.0003044728,0.0004730365,0.0001937615],"domain_scores_gemma":[0.9994186,0.00009778609,0.0001809577,0.0001827982,0.00008362606,0.000036243906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029903566,0.00015688005,0.00026947545,0.00005419175,0.0008549243,0.000021941925,0.00016643315,0.00008725864,0.0023992062],"category_scores_gemma":[0.00020003383,0.00016073929,0.000090314534,0.000034567205,0.00033850851,0.00006865453,0.00010408407,0.00030334393,0.00026455085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033354686,0.0000024142307,0.000042558742,0.0000062253366,0.00009115836,0.0000067529204,0.005566692,6.364496e-7,1.4584428e-7,0.36279988,0.6306243,0.0008558977],"study_design_scores_gemma":[0.000040475585,0.000027577134,0.000022342592,0.000021459204,0.00004916512,6.33865e-7,0.0008618853,6.777991e-8,3.6953992e-7,0.007601874,0.9911962,0.00017796308],"about_ca_topic_score_codex":0.00017734639,"about_ca_topic_score_gemma":0.00034027616,"teacher_disagreement_score":0.3605719,"about_ca_system_score_codex":0.00033284922,"about_ca_system_score_gemma":0.00008028599,"threshold_uncertainty_score":0.99851274},"labels":[],"label_agreement":null},{"id":"W4308338802","doi":"10.14361/9783839463871-008","title":"6. Mixed Feelings about Neighbourhood Change","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Neighbourhood (mathematics); Feeling; Economic geography; Sociology; Geography; Psychology; Social psychology; Demographic economics; Economics; Mathematics; Mathematical analysis","score_opus":0.15360052330103913,"score_gpt":0.3150309346048544,"score_spread":0.16143041130381525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338802","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008683989,0.12986419,8.132276e-7,0.00222357,0.0024474447,0.00031627002,0.00019103542,0.0002185394,0.8646513],"genre_scores_gemma":[0.010987788,0.018445175,0.000046496178,0.0008790376,0.0029985313,0.00009533527,0.00002626276,0.000065745626,0.96645564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776644,0.00005607864,0.00030431844,0.0005198127,0.00086280535,0.0004905402],"domain_scores_gemma":[0.99877226,0.00025981347,0.00040554008,0.00030181406,0.00015160072,0.00010898962],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045781056,0.00036884454,0.0006141214,0.00010493327,0.0013623093,0.000059720383,0.00044168605,0.00021013267,0.002043485],"category_scores_gemma":[0.00024367085,0.00037342694,0.0002272001,0.00007175707,0.00047112018,0.000140267,0.00028796273,0.0005411856,0.00027094732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011154517,0.000012678427,0.00059268106,0.000037139893,0.00032037363,0.000058251528,0.035979487,2.1040805e-7,2.4785538e-7,0.44529906,0.5110461,0.0066425735],"study_design_scores_gemma":[0.00014125978,0.000057700556,0.0007006131,0.00018912453,0.00011215015,9.746178e-7,0.0015924687,3.9672287e-7,4.834066e-7,0.00482417,0.9919468,0.000433842],"about_ca_topic_score_codex":0.0016376867,"about_ca_topic_score_gemma":0.0020127392,"teacher_disagreement_score":0.48090068,"about_ca_system_score_codex":0.0003821198,"about_ca_system_score_gemma":0.00012465224,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W4308338810","doi":"10.14361/9783839463871-fm","title":"Frontmatter","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociology","score_opus":0.07739114533182748,"score_gpt":0.31147769665015657,"score_spread":0.2340865513183291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308338810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004878778,0.012431641,0.0000044535827,0.0018497563,0.000885002,0.00012985253,0.000024031773,0.00013603302,0.9845343],"genre_scores_gemma":[0.0004497423,0.00058524584,0.000032350075,0.001428807,0.00068275013,0.000011511119,0.000022928534,0.000026750595,0.9967599],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896693,0.00003341236,0.00016207613,0.00022263291,0.00042966,0.00018530145],"domain_scores_gemma":[0.99950683,0.00010002118,0.00011703603,0.00013391327,0.00009432968,0.00004786655],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020515939,0.00015351128,0.00026811214,0.00007983337,0.0009543827,0.000036485537,0.00018575948,0.00009479652,0.03686448],"category_scores_gemma":[0.00007314164,0.00015762227,0.00008661568,0.000031036,0.00024079131,0.000067798435,0.00014491836,0.00022972934,0.0013894346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012378488,0.0000023217453,0.0002260846,0.0000058751534,0.0001063075,0.0000083864425,0.012578112,3.1494022e-7,7.239402e-8,0.2971134,0.6896534,0.00030453064],"study_design_scores_gemma":[0.00005212436,0.000011547414,0.000021720032,0.000025046207,0.000046980946,2.6139347e-7,0.0025905345,1.6050205e-7,1.2951959e-7,0.0048193685,0.9922495,0.00018265453],"about_ca_topic_score_codex":0.00006569094,"about_ca_topic_score_gemma":0.00035610583,"teacher_disagreement_score":0.3025961,"about_ca_system_score_codex":0.00019838657,"about_ca_system_score_gemma":0.00006892099,"threshold_uncertainty_score":0.9993881},"labels":[],"label_agreement":null},{"id":"W4308466761","doi":"10.14361/9783839463871-003","title":"1. Theoretical Framework","year":2022,"lang":"en","type":"book-chapter","venue":"Urban studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociology; Economic geography; Business; Economics","score_opus":0.04761209419215168,"score_gpt":0.3260457165968743,"score_spread":0.27843362240472264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308466761","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011308896,0.047198854,0.0000056921153,0.0024141904,0.0012898523,0.0001292049,0.00006530873,0.00014535832,0.94874024],"genre_scores_gemma":[0.011053406,0.0066970256,0.0001651613,0.00066125015,0.0015623497,0.000020430807,0.000006269074,0.000039760085,0.9797943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983962,0.00005559182,0.00019274652,0.00034485527,0.00069795205,0.00031262686],"domain_scores_gemma":[0.99864095,0.00079106994,0.00016030535,0.00025589828,0.00007701662,0.00007474514],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038773878,0.00022496637,0.00039976434,0.00004577773,0.000948889,0.00003461567,0.00033164618,0.00021755713,0.007787274],"category_scores_gemma":[0.00068033,0.00021173764,0.00015407841,0.000040157294,0.0015403822,0.000041307518,0.00021505757,0.0006807231,0.00027708476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005615696,0.0000040876866,0.00008932662,0.0000072185517,0.00012255841,0.00002796595,0.009566128,1.9175403e-7,1.6478294e-8,0.675317,0.31438127,0.00047865443],"study_design_scores_gemma":[0.000024442043,0.000024572255,0.000011721031,0.00008636341,0.000043524826,3.7604704e-7,0.0006426576,1.2419439e-7,9.046675e-8,0.35287288,0.64612645,0.00016680174],"about_ca_topic_score_codex":0.00004957426,"about_ca_topic_score_gemma":0.000054416883,"teacher_disagreement_score":0.33174518,"about_ca_system_score_codex":0.00023399747,"about_ca_system_score_gemma":0.00011107201,"threshold_uncertainty_score":0.9931197},"labels":[],"label_agreement":null}]}