{"id":"W2111138498","doi":"10.7202/1008239ar","title":"Déprimer par les nombres","year":2012,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007727024,0.0004138814,0.0004198031,0.00006794791,0.0006145408,0.00009142635,0.0005850493,0.0005876327,0.005859584],"category_scores_gemma":[0.004205725,0.0003926547,0.0003663095,0.0002117032,0.001179742,0.0006380851,0.000380138,0.0009008228,0.00331922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528405,"about_ca_system_score_gemma":0.00006742924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000929145,"about_ca_topic_score_gemma":0.000002123025,"domain_scores_codex":[0.9911745,0.006301915,0.0003203281,0.0005116056,0.0003121849,0.001379442],"domain_scores_gemma":[0.9914872,0.007625974,0.0001936894,0.0004520549,0.00002966462,0.0002114199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008988233,0.0008699626,0.2676146,0.0004194021,0.0002793898,0.00004596012,0.004684045,0.00008506529,0.04014665,0.1011617,0.4067787,0.1778246],"study_design_scores_gemma":[0.0019155,0.000376493,0.188218,0.0001829229,0.0005010558,0.00001615518,0.003394883,0.0008021866,0.03072749,0.04655473,0.725106,0.002204561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4224828,0.0712086,0.006746529,0.09125811,0.04158045,0.002262894,0.0001798459,0.001213815,0.363067],"genre_scores_gemma":[0.9636057,0.004812561,0.0004803581,0.004671078,0.001109233,0.00006420155,0.00001872156,0.00004835393,0.02518982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5411229,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.469693521996478,"score_gpt":0.5052471130933185,"score_spread":0.03555359109684048,"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."}}