{"id":"W4232525283","doi":"10.18192/aporia.v7i2.2813","title":"","year":2015,"lang":"fr","type":"article","venue":"Aporia","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002230475,0.0003906433,0.0003409853,0.001189287,0.003371163,0.003583201,0.0007840045,0.001403309,0.04288943],"category_scores_gemma":[0.009776182,0.0002610673,0.0004985275,0.001072934,0.001294199,0.001698822,0.003466046,0.001286632,0.0101427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562987,"about_ca_system_score_gemma":0.00499703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02345344,"about_ca_topic_score_gemma":0.03125274,"domain_scores_codex":[0.9960839,0.001338893,0.0001821828,0.0005250506,0.001127269,0.0007428208],"domain_scores_gemma":[0.9934378,0.001331836,0.001484993,0.0004383808,0.001512433,0.00179458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003730086,0.000583443,0.3407724,0.001029313,0.0001221984,0.002847926,0.1031878,0.0002549742,0.005620824,0.01324351,0.07558715,0.4563773],"study_design_scores_gemma":[0.00002211625,0.0007950587,0.4330321,0.001513765,0.00009078211,0.005799155,0.1106246,0.0003477993,0.002244966,0.003571509,0.441838,0.0001200909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7237401,0.009890188,0.008081799,0.02253393,0.001340089,0.0002986161,0.00191876,0.0004229093,0.2317736],"genre_scores_gemma":[0.8536435,0.006400723,0.004037163,0.004972894,0.000245011,0.0002795065,0.0009753698,0.00009951988,0.1293463],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9571106,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621811501102656,"score_gpt":0.4723717193891379,"score_spread":0.3101905692788722,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}