{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"522cadfa81ff","filters":{"venue":"Scottish Geographical Journal"}},"results":[{"id":"W4362677196","doi":"10.1080/14702541.2023.2194285","title":"Loss and Damage from climate change: legacies from Glasgow and Sharm el-Sheikh","year":2023,"lang":"en","type":"article","venue":"Scottish Geographical Journal","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre; Wellcome Trust","keywords":"Damages; Climate change; Loss and damage; Political science; Geography; Law; Forensic engineering; Geology; Engineering","authors":[{"name":"W. Neil Adger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0775206794534859,"gpt":0.3246737571851355,"spread":0.2471530777316496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001099721,0.0001947859,0.0002721023,0.0003156231,0.00134558,0.001016744,0.0002414766,0.0002162764,0.0004293898],"category_scores_gemma":[0.0002952634,0.0001913411,0.00009771428,0.0008614957,0.0006996913,0.001028015,0.0001494513,0.0004380959,0.00004575038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003900397,"about_ca_system_score_gemma":0.00004505817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006568637,"about_ca_topic_score_gemma":0.03048391,"domain_scores_codex":[0.9976686,0.0002934404,0.0003645999,0.0003968682,0.0006734466,0.0006030017],"domain_scores_gemma":[0.9986011,0.0004671197,0.0001944334,0.000147673,0.0001594849,0.0004301997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009008728,0.00007569297,0.9006296,0.00002294022,0.000117464,0.0002074382,0.04212903,0.00000207132,0.001116775,0.005960598,0.002637411,0.04701087],"study_design_scores_gemma":[0.0007457517,0.00006060083,0.9362842,0.0001631612,0.00007759852,0.00001415203,0.01436797,0.0003553072,0.00002631086,0.03679961,0.0107879,0.0003174098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866549,0.001798254,0.00003155442,0.009536246,0.0007222486,0.0002191738,0.0003643913,0.0001661857,0.0005070594],"genre_scores_gemma":[0.9594338,0.03762795,0.0003756421,0.0004920915,0.001830815,0.00001932631,0.0001523114,0.0000265977,0.00004149866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04669346,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079070291","doi":"10.1080/14702541.2014.923579","title":"Shoreline Change and Coastal Vulnerability Characterization with Landsat Imagery: A Case Study in the Outer Hebrides, Scotland","year":2014,"lang":"en","type":"article","venue":"Scottish Geographical Journal","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Shore; Coastal erosion; Satellite imagery; Change detection; Vegetation (pathology); Geography; Physical geography; Remote sensing; Change analysis; Geology; Oceanography","authors":[{"name":"Cristina Gómez","is_ca":false},{"name":"Michael A. Wulder","is_ca":true},{"name":"Alastair Dawson","is_ca":false},{"name":"William Ritchie","is_ca":false},{"name":"David R. Green","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01418050297335776,"gpt":0.2204322363993833,"spread":0.2062517334260255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325161,0.0001535644,0.0001999893,0.0001410217,0.000246284,0.0003227068,0.0001403287,0.00004534188,0.00009852275],"category_scores_gemma":[0.00003778204,0.00008575987,0.00004173243,0.0003468953,0.0001443988,0.0003278595,0.00003330957,0.0004939443,0.00000204502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001518891,"about_ca_system_score_gemma":0.00001711694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005569829,"about_ca_topic_score_gemma":0.1899362,"domain_scores_codex":[0.9985604,0.0003396571,0.0002670663,0.0002396145,0.0003098224,0.0002833901],"domain_scores_gemma":[0.9994293,0.0001258735,0.00008466384,0.0001479021,0.00005720711,0.0001550393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130763,0.00009432859,0.9035306,0.00000737903,0.00001092158,0.001490459,0.0003463195,0.000009157235,0.0000016227,0.000003499927,0.000008256525,0.09438439],"study_design_scores_gemma":[0.0008554748,0.0008614084,0.9745591,0.00002076971,0.0000266743,0.01547611,0.0005492211,0.006968281,1.543972e-7,0.0002235227,0.0003221922,0.0001370943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979488,0.00003851551,0.0004762769,0.0009626847,0.0001184224,0.0003218158,0.00004807402,0.00001321702,0.00007221241],"genre_scores_gemma":[0.9989687,0.00006599294,0.00009907476,0.0004460403,0.0002960613,0.000003286017,0.0001105813,0.000003958663,0.000006258248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1843664,"threshold_uncertainty_score":0.8419952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400594493","doi":"10.1080/14702541.2024.2374375","title":"Citational politics in and through animal geographies: interrogating onto-epistemological diversity","year":2024,"lang":"en","type":"article","venue":"Scottish Geographical Journal","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Wellcome Trust","keywords":"Diversity (politics); Politics; Sociology; Environmental ethics; Epistemology; Anthropology; Geography; Philosophy; Political science; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0372459170591853,"gpt":0.3365037907063117,"spread":0.2992578736471264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001348423,0.0002381419,0.0003051362,0.0009741101,0.00228484,0.00100949,0.0004711531,0.000263836,0.000664282],"category_scores_gemma":[0.0005679537,0.000232689,0.0003624473,0.001515624,0.001917933,0.001246086,0.0003989216,0.001489385,0.00002100832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108793,"about_ca_system_score_gemma":0.0001126422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003789097,"about_ca_topic_score_gemma":0.02706038,"domain_scores_codex":[0.996871,0.0004336379,0.000576203,0.0004729971,0.0008384192,0.0008077578],"domain_scores_gemma":[0.9984261,0.0007269513,0.0001172672,0.0001196429,0.0002374674,0.0003726188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008184856,0.000281518,0.628155,0.00006193319,0.0002655407,0.0006928351,0.03505144,0.00001040643,0.00007950444,0.3310897,0.002800412,0.00142982],"study_design_scores_gemma":[0.0006007725,0.0005150361,0.6692749,0.0005989708,0.00008572899,0.0005612272,0.07728203,0.0001433839,0.00000311696,0.2392041,0.0111624,0.0005682604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787049,0.002750355,0.00003886448,0.007405244,0.0009538825,0.0001853286,0.00002256498,0.0001643914,0.009774465],"genre_scores_gemma":[0.9959173,0.001476389,0.001466547,0.0003920569,0.0006031347,0.000007910697,0.000005385619,0.00001635826,0.0001148741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09188561,"threshold_uncertainty_score":0.999014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387099247","doi":"10.1080/14702541.2023.2260824","title":"David Harvey, geography and Marxism","year":2023,"lang":"en","type":"article","venue":"Scottish Geographical Journal","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":4,"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":"Marxist philosophy; Appropriation; Reading (process); Epistemology; Sociology; Politics; Philosophy; Law; Political science; Linguistics","authors":[{"name":"Kanishka Goonewardena","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01612061268711334,"gpt":0.2812097869305288,"spread":0.2650891742434155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172558,0.0001304901,0.0001834316,0.0003413358,0.001268437,0.0004949303,0.0003318078,0.0001607195,0.0001238966],"category_scores_gemma":[0.0003026872,0.0001239604,0.0001665638,0.001375923,0.0006202871,0.0003297927,0.00007363739,0.0006087838,0.00007920567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001431884,"about_ca_system_score_gemma":0.00007168832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008676836,"about_ca_topic_score_gemma":0.0003138885,"domain_scores_codex":[0.9978895,0.0002374191,0.0002503836,0.0002574406,0.0007129659,0.000652264],"domain_scores_gemma":[0.9989697,0.0001956616,0.0001284093,0.0001305677,0.00009954704,0.0004761523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001741875,0.00003119923,0.8471855,0.000006621534,0.00005687595,0.0001454149,0.001053222,0.000002736303,0.0000298295,0.006585604,0.1258399,0.01904563],"study_design_scores_gemma":[0.0002910124,0.00004864378,0.6229767,0.00006684128,0.00001927886,0.00005790992,0.0004154487,0.00001235366,0.000002428715,0.011349,0.3645829,0.0001774558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618199,0.002472872,0.00008565901,0.01199517,0.001438406,0.0001506715,0.000030053,0.0003552649,0.02165203],"genre_scores_gemma":[0.9906552,0.005879594,0.0002888847,0.0005571353,0.0008470539,0.000005358233,0.000005133259,0.00001766953,0.001743911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.238743,"threshold_uncertainty_score":0.9755919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066232730","doi":"10.1080/14702540802425253","title":"The elephant in the forest and the irony of the environmental debate in Québec","year":2008,"lang":"en","type":"article","venue":"Scottish Geographical Journal","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Threatened species; Taiga; Realm; Forest management; Geography; Environmental ethics; Ecology; Forestry; Archaeology; Philosophy","authors":[{"name":"Sébastien Nobert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01022847987753062,"gpt":0.207474921282426,"spread":0.1972464414048954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002069013,0.00008823265,0.0001645086,0.00004093644,0.002313588,0.0000804224,0.0006029149,0.00006292414,0.00001739303],"category_scores_gemma":[0.000283251,0.00003470305,0.0001604449,0.0004090127,0.005255164,0.00007327017,0.00009068732,0.0005633656,9.651778e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006795367,"about_ca_system_score_gemma":0.0001046022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03871059,"about_ca_topic_score_gemma":0.459584,"domain_scores_codex":[0.9978626,0.0008249767,0.0002964879,0.00009911585,0.0005845144,0.0003323178],"domain_scores_gemma":[0.9989053,0.0007848695,0.0001270386,0.0001200419,0.00001332437,0.00004940862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004446396,0.00008088189,0.9383182,0.000001083045,0.00004329702,0.00001981569,0.03896409,0.00001144422,0.000005602133,0.01567927,0.001785487,0.005046376],"study_design_scores_gemma":[0.0006116234,0.00002151055,0.9594887,0.00001748935,0.00001537305,0.000024963,0.008016431,0.00002187934,6.490287e-7,0.008845881,0.02287921,0.00005627294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654632,0.01443061,0.000001476762,0.01741434,0.0002201656,0.0002324404,0.000002415519,0.000002916974,0.002232414],"genre_scores_gemma":[0.978267,0.0209896,0.000003709818,0.0004737139,0.0001484178,0.00001139162,1.201579e-7,0.000003786499,0.0001023251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208734,"threshold_uncertainty_score":0.9989853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404964788","doi":"10.1080/14702541.2024.2433589","title":"Horses, wheelchairs and place: on dehumanising disabled people","year":2024,"lang":"en","type":"article","venue":"Scottish Geographical Journal","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Manitoba; University of Manitoba","funders":"","keywords":"Disabled people; Psychology; Geography; Physical medicine and rehabilitation; Medicine; Applied psychology; Life style","authors":[{"name":"Nancy Hansen","is_ca":true},{"name":"Peter Tonge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01318201364927867,"gpt":0.3112118196707139,"spread":0.2980298060214353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001008015,0.0001094667,0.0001459064,0.0001709484,0.001110013,0.001385765,0.0001504958,0.0001160679,0.0005317465],"category_scores_gemma":[0.0001304284,0.00007992001,0.0001341127,0.0004798016,0.0006550332,0.0004253265,0.00003079794,0.0004702389,0.00002909199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004996298,"about_ca_system_score_gemma":0.0001110975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005216493,"about_ca_topic_score_gemma":0.004455931,"domain_scores_codex":[0.998322,0.0002449671,0.0002298788,0.0002697446,0.0005867194,0.0003467221],"domain_scores_gemma":[0.9992554,0.0002408545,0.00003997501,0.00009566363,0.00005829074,0.000309815],"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":[0.0001236092,0.0004005141,0.05489378,0.0001127983,0.000230196,0.0001880917,0.02214429,0.0001306729,0.000130247,0.7859451,0.01961249,0.1160882],"study_design_scores_gemma":[0.00132222,0.0005952099,0.0976446,0.001099384,0.0002232399,0.000342756,0.01728888,0.001246287,0.00004289811,0.6020027,0.2771795,0.001012332],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477071,0.001294524,0.0002063515,0.01944156,0.001684387,0.000223683,0.000006279771,0.0001581252,0.02927798],"genre_scores_gemma":[0.9971884,0.001175914,0.0001123175,0.0001110749,0.00071573,0.000003262473,0.000002342731,0.00001205575,0.0006788403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.257567,"threshold_uncertainty_score":0.9996509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416177054","doi":"10.1080/14702541.2025.2581080","title":"Quotidian geographies: media, pop culture and space – the impact of Burgess and Gold today","year":2025,"lang":"en","type":"article","venue":"Scottish Geographical Journal","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Journal of Communication (Canada); University of British Columbia; Canadian Institute for Advanced Research","funders":"","keywords":"Space (punctuation); Popular culture; Gold rush; Visual culture","authors":[{"name":"Minelle Mahtani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0106032317201184,"gpt":0.314047048437094,"spread":0.3034438167169756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001076566,0.0002605951,0.0004120125,0.0009217276,0.001438198,0.0006023092,0.0005603861,0.0002590847,0.0002197651],"category_scores_gemma":[0.0007080821,0.0001772963,0.0005102789,0.002055163,0.003030988,0.000493159,0.0001605514,0.001096172,0.000001917828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002935636,"about_ca_system_score_gemma":0.0001406328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00921843,"about_ca_topic_score_gemma":0.0206876,"domain_scores_codex":[0.9975845,0.0004156977,0.0004791458,0.0003291997,0.0005681934,0.0006232668],"domain_scores_gemma":[0.9979948,0.0005964071,0.0002737345,0.0002571518,0.0004374024,0.0004405073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240139,0.0002284708,0.890583,0.00003149363,0.000844478,0.00003072455,0.01067768,0.000009544705,0.0004420081,0.04497845,0.04687431,0.005175848],"study_design_scores_gemma":[0.0006253808,0.000251615,0.9137755,0.000284237,0.000191379,0.0001049568,0.02777339,0.000008875788,0.00001701516,0.04243423,0.01422953,0.000303871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673207,0.009606205,0.00001058713,0.01237564,0.000674178,0.0003048131,0.00003612323,0.00005416303,0.009617603],"genre_scores_gemma":[0.9822676,0.0165622,0.0001818613,0.0001811428,0.0002669127,0.000008753515,0.000002524121,0.00001238959,0.0005165953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03264478,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409359697","doi":"10.1080/14702541.2025.2488817","title":"Strategic planning for sustainable local development in Iran using the Meta-SWOT model","year":2025,"lang":"en","type":"article","venue":"Scottish Geographical Journal","topic":"Strategic Planning and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"SWOT analysis; Sustainable development; Business; Strategic planning; Process management; Environmental planning; Context analysis; Regional science; Environmental resource management; Geography; Political science; Economics; Marketing","authors":[{"name":"Sima Saadi","is_ca":true},{"name":"Ashkan shafiee","is_ca":false},{"name":"Aeizh Azmi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07607664714080638,"gpt":0.294000241121849,"spread":0.2179235939810426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016491,0.0002445104,0.0004254942,0.0009145893,0.0009208138,0.001159549,0.0004508615,0.0001199202,0.00003499854],"category_scores_gemma":[0.00006907832,0.0001674659,0.0003584855,0.001619519,0.0001234516,0.0005829484,0.0001094877,0.0005668662,0.000001692609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005620683,"about_ca_system_score_gemma":0.0001809451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002546641,"about_ca_topic_score_gemma":0.00008581516,"domain_scores_codex":[0.9980642,0.00002924219,0.0005778386,0.0002992496,0.0003362257,0.0006932403],"domain_scores_gemma":[0.9992621,0.00009135243,0.0002185433,0.0001546339,0.0002431265,0.00003027579],"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":[0.0002762043,0.000281627,0.05035001,0.0004198705,0.002764324,0.0003823409,0.0001757511,0.8079558,0.0001444159,0.130983,0.003342823,0.002923832],"study_design_scores_gemma":[0.001377288,0.00001285534,0.003530829,0.000260018,0.001682549,0.00003136009,0.007720202,0.7747535,0.00001577056,0.2042956,0.005856257,0.0004638324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188289,0.002160639,0.1668652,0.001692569,0.0002204193,0.000395806,0.000001623871,0.00007718853,0.009757632],"genre_scores_gemma":[0.9966371,0.000007592817,0.001604052,0.0011837,0.0002456633,0.00002962024,0.000008525182,0.00001536319,0.0002683985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1778082,"threshold_uncertainty_score":0.9998773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}