{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"c42d63a9441d","filters":{"venue":"Lato Sensu Revue de la Société de philosophie des sciences"}},"results":[{"id":"W3156315247","doi":"10.20416/lsrsps.v8i2.3","title":"Exploring the boundaries and ontology of Psychiatric Disorders (PDs) using the Homeostatic Property Cluster (HPC) model","year":2021,"lang":"en","type":"article","venue":"Lato Sensu Revue de la Société de philosophie des sciences","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Ontology; Perspective (graphical); Essentialism; Property (philosophy); Computer science; Cluster (spacecraft); Psychology; Cognitive science; Psychiatry; Artificial intelligence; Epistemology; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1751283426588953,"gpt":0.3310383564227793,"spread":0.1559100137638841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003581778,0.0003044931,0.0003885173,0.00208265,0.002039218,0.003817128,0.001249552,0.001080211,0.00196505],"category_scores_gemma":[0.005034026,0.0002298426,0.000862727,0.001410612,0.01839631,0.008864834,0.005023073,0.002051863,0.0002142629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003160248,"about_ca_system_score_gemma":0.002725725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005159883,"about_ca_topic_score_gemma":0.002568475,"domain_scores_codex":[0.9976258,0.00106773,0.0001717386,0.0003985792,0.0005141084,0.0002220801],"domain_scores_gemma":[0.9962858,0.001862663,0.0004057036,0.0007345337,0.0003816386,0.0003296535],"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":[0.000005573928,0.000004223828,0.0005611236,0.00001825407,0.000004201327,0.00004011858,0.001148229,0.0004162012,0.0001012169,0.9954876,0.0001918592,0.00202136],"study_design_scores_gemma":[0.00000903707,0.00001366473,0.001067501,0.00003302327,0.000008652683,0.0001543571,0.001024447,0.004138169,0.0001569544,0.9851487,0.00823537,0.0000101943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09613848,0.00127719,0.7592441,0.01492304,0.000218991,0.0001555704,0.0003239831,0.0002195519,0.1274991],"genre_scores_gemma":[0.912554,0.0004642019,0.08319935,0.0004776285,0.0001172963,0.000180183,0.0001902571,0.00006061333,0.002756548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005159883,"threshold_uncertainty_score":0.02292937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203604499","doi":"10.20416/lsrsps.v8i3.3","title":"Qu'est-ce qu'expliquer en sociologie ?","year":2021,"lang":"fr","type":"article","venue":"Lato Sensu Revue de la Société de philosophie des sciences","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"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":"Humanities; Philosophy; Political science","authors":[{"name":"Jacques Hamel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3094499538843212,"gpt":0.4823827411496927,"spread":0.1729327872653715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01711337,0.0008700909,0.000791173,0.003592472,0.00656101,0.02088715,0.001731649,0.005824271,0.009397184],"category_scores_gemma":[0.0260734,0.0003712554,0.0008580446,0.00485747,0.03682705,0.02075259,0.005466334,0.008110642,0.002897796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007716219,"about_ca_system_score_gemma":0.01042155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432519,"about_ca_topic_score_gemma":0.008643495,"domain_scores_codex":[0.9831868,0.01054357,0.0005751037,0.001621128,0.003359071,0.0007142082],"domain_scores_gemma":[0.9781779,0.01382415,0.001441312,0.002336922,0.003530916,0.000688908],"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":[0.0000145942,0.0000189765,0.0008183348,0.0002364306,0.00001302559,0.00008288769,0.01320644,0.0001277573,0.0001720724,0.9633334,0.007937769,0.01403837],"study_design_scores_gemma":[0.00001369025,0.00003983465,0.001080722,0.00128309,0.00002655633,0.0002105059,0.02020708,0.0003588149,0.0004929604,0.5950904,0.3811622,0.00003415759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02311781,0.07065314,0.07900541,0.4264421,0.01082418,0.0001177824,0.0002811359,0.0002481667,0.3893102],"genre_scores_gemma":[0.7232322,0.07114059,0.0354603,0.04570786,0.01084023,0.0005874445,0.0003349065,0.0006240905,0.1120725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.993439,"threshold_uncertainty_score":0.09050524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156105266","doi":"10.20416/lsrsps.v8i2.6","title":"Une ontologie dispositionnelle du risque","year":2021,"lang":"fr","type":"article","venue":"Lato Sensu Revue de la Société de philosophie des sciences","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","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; Philosophy; Political science","authors":[{"name":"Olivier Grenier","is_ca":true},{"name":"Adrien Barton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0382790820874199,"gpt":0.3195180736343917,"spread":0.2812389915469719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004687972,0.001128349,0.0006008699,0.005024167,0.002873478,0.00760682,0.001025409,0.001625578,0.007726276],"category_scores_gemma":[0.01439471,0.0008788933,0.002239238,0.003444642,0.004591616,0.01329639,0.003542391,0.003738923,0.001890101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067402,"about_ca_system_score_gemma":0.004162102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269143,"about_ca_topic_score_gemma":0.007880826,"domain_scores_codex":[0.9934814,0.001811625,0.000810686,0.001618479,0.001983363,0.0002944899],"domain_scores_gemma":[0.9904844,0.004007207,0.0007097913,0.001489924,0.002912961,0.000395859],"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":[0.00007837281,0.00006524258,0.004529819,0.0005608688,0.0001133383,0.0007256016,0.004759392,0.001644326,0.003301367,0.9106489,0.00695473,0.06661804],"study_design_scores_gemma":[0.00003116598,0.00008132881,0.008136337,0.0005461499,0.0001520566,0.001912466,0.003060042,0.009869223,0.003672964,0.6200047,0.3524086,0.0001250199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02912124,0.002809432,0.8690821,0.006312361,0.0008068064,0.0005842031,0.004031701,0.001398455,0.08585373],"genre_scores_gemma":[0.3347435,0.007771742,0.5931468,0.002351275,0.0009315537,0.001718275,0.009142881,0.0009389711,0.04925493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01269143,"threshold_uncertainty_score":0.02584696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}