{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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"},"query_hash":"3d4bd4e1b17c","filters":{"venue":"Scientiae Studia"}},"results":[{"id":"W2169032448","doi":"10.1590/s1678-31662013000300007","title":"John Ziman e a ciência pós-acadêmica: consensibilidade, consensualidade e confiabilidade","year":2013,"lang":"pt","type":"article","venue":"Scientiae Studia","topic":"Science and Science Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.0526652476006639,"gpt":0.3440860115784444,"spread":0.2914207639777806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005911496,0.0007791687,0.0009345768,0.0007593128,0.004261977,0.002948224,0.002333032,0.0005108443,0.007607038],"category_scores_gemma":[0.003228905,0.0007324743,0.0004554605,0.006451765,0.008076776,0.001965012,0.0005567056,0.0007967815,0.01146555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365708,"about_ca_system_score_gemma":0.004726533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00437052,"about_ca_topic_score_gemma":0.002495233,"domain_scores_codex":[0.9887274,0.001193549,0.001370473,0.002505268,0.003290038,0.002913292],"domain_scores_gemma":[0.9939378,0.0008266222,0.0007712672,0.00142618,0.001497118,0.001540944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002907678,0.001253614,0.04102771,0.00008728314,0.0001803114,0.00003506097,0.1928054,0.00003694992,0.03375275,0.02612727,0.6970439,0.007620691],"study_design_scores_gemma":[0.002157649,0.0006070479,0.2124532,0.0003464593,0.0003609959,0.00005607925,0.5620624,0.001585277,0.003563838,0.006833138,0.2065493,0.003424614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8806248,0.0006871075,0.00007185742,0.02485165,0.01150635,0.002660898,0.00005380929,0.0002635772,0.07927991],"genre_scores_gemma":[0.9585751,0.0001553529,0.0003192014,0.002314071,0.000930194,0.0001352958,0.0000134897,0.00004456105,0.03751269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4904946,"threshold_uncertainty_score":0.9995126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170614161","doi":"10.1590/s1678-31662009000400002","title":"Fenomenologia e fenomenismo em Husserl e Mach","year":2009,"lang":"pt","type":"article","venue":"Scientiae Studia","topic":"Philosophy and Historical Thought","field":"Arts and Humanities","cited_by":7,"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":"Philosophy; Humanities; Phenomenology (philosophy); Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.04631491431684728,"gpt":0.2581382485162791,"spread":0.2118233341994318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005285698,0.000508535,0.0006302246,0.0003656418,0.002691325,0.0007946794,0.0008621302,0.0001623512,0.003872026],"category_scores_gemma":[0.00004493232,0.0004611886,0.0003338004,0.0005053357,0.0005769426,0.0004267026,0.0002181069,0.0005298333,0.002795635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901392,"about_ca_system_score_gemma":0.0001556326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002648902,"about_ca_topic_score_gemma":0.0001211036,"domain_scores_codex":[0.9965424,0.0001222309,0.0005997032,0.0009587564,0.0007058618,0.001071074],"domain_scores_gemma":[0.9984439,0.00005363389,0.0002443121,0.0007158066,0.0002170869,0.0003252502],"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":[0.00005893373,0.0009290162,0.00003949519,0.0000378247,0.0001422813,0.00006268647,0.03573481,0.000004170124,0.0001287342,0.8635899,0.09181698,0.007455174],"study_design_scores_gemma":[0.0007995272,0.0009179387,0.002826731,0.00005079846,0.0001767082,0.000004337428,0.003780776,0.00001501007,0.0000348195,0.04347145,0.9471666,0.0007552665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02054669,0.01088023,0.00003230015,0.005348696,0.008164668,0.0005252842,0.000217957,0.0002689202,0.9540153],"genre_scores_gemma":[0.8832919,0.0002029644,0.00005951428,0.001312474,0.002295506,0.00001309482,0.00002827297,0.00002745325,0.1127688],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8627452,"threshold_uncertainty_score":0.999784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2625550849","doi":"10.11606/51678-31662017000100005","title":"Questions on gender and technology in the construction of agroecology","year":2017,"lang":"pt","type":"article","venue":"Scientiae Studia","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":6,"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":"","keywords":"Humanities; Philosophy; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.01212681780535037,"gpt":0.2460574369982387,"spread":0.2339306191928883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003595017,0.0001098111,0.0001369174,0.00008697803,0.000762839,0.00006518707,0.0004572336,0.0001071998,0.0001831681],"category_scores_gemma":[0.00009297326,0.00006537551,0.00002195385,0.000303554,0.001531038,0.0001401338,0.0002952681,0.0001767218,0.00009892556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000384267,"about_ca_system_score_gemma":0.00002100702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004853741,"about_ca_topic_score_gemma":0.000380968,"domain_scores_codex":[0.9990408,0.00005390307,0.0001656073,0.000296456,0.0002162859,0.0002269705],"domain_scores_gemma":[0.9994669,0.00002922832,0.0001652068,0.0002951585,0.00001555629,0.00002797457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008252331,0.0001953729,0.9233444,0.00001537508,0.00002876163,0.00001398469,0.002194747,0.00001335117,0.007943162,0.04627505,0.01008623,0.009881283],"study_design_scores_gemma":[0.0002350093,0.00006324344,0.9918254,0.00002131733,0.00001519054,0.00001195338,0.002265304,0.000008753465,0.0004097202,0.003327022,0.001729715,0.00008739933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719322,0.000166951,0.000004331599,0.009186869,0.0007423616,0.0002928067,0.00001018444,0.000007306871,0.01765704],"genre_scores_gemma":[0.9988948,0.000161977,0.0001451771,0.00005274317,0.00001936634,0.0000111314,0.000001512119,0.000002124221,0.0007112378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06848094,"threshold_uncertainty_score":0.5867218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999447920","doi":"10.1590/s1678-31662014000300007","title":"O problema da expertise e as questões da governança ambiental","year":2014,"lang":"pt","type":"article","venue":"Scientiae Studia","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Epistemology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.009646109981556166,"gpt":0.2534327994783719,"spread":0.2437866894968157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001284931,0.0005101539,0.0003940768,0.00008335909,0.001187354,0.0004321522,0.0008926583,0.0001842851,0.007788286],"category_scores_gemma":[0.0002676048,0.000502106,0.0002190931,0.0007380461,0.001827958,0.0009769425,0.001173542,0.0003234801,0.009443407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738811,"about_ca_system_score_gemma":0.0001351312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003704632,"about_ca_topic_score_gemma":0.0007999687,"domain_scores_codex":[0.9949421,0.0003342777,0.0006016945,0.001501156,0.001426986,0.00119374],"domain_scores_gemma":[0.9980325,0.00007605775,0.000292418,0.001016107,0.00002172782,0.0005611553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632112,0.006366585,0.7347518,0.0003798461,0.0001650614,0.00003310556,0.0470933,0.001486492,0.0296523,0.009232759,0.09362081,0.07705472],"study_design_scores_gemma":[0.00139901,0.0009759903,0.7949821,0.0001592944,0.0001511966,0.00002764632,0.01625536,0.0008802965,0.00637646,0.003234795,0.1741402,0.001417682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956067,0.0005334017,0.0002100833,0.003286181,0.002677799,0.001063349,0.00003816364,0.00007855035,0.03604547],"genre_scores_gemma":[0.9767576,0.00009336881,0.0002751906,0.0006251151,0.0002359826,0.0001010526,0.00003340145,0.00004450833,0.02183378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0805194,"threshold_uncertainty_score":0.999743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}