{"id":"W4235065661","doi":"10.7202/1011959ar","title":"Lectures idiosyncrasiques","year":2012,"lang":"fr","type":"article","venue":"Voix et Images","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.001219392,0.0002604206,0.0004872798,0.0002102053,0.0001989077,0.0002435449,0.0002659078,0.000148585,0.01991926],"category_scores_gemma":[0.0002288797,0.0003215501,0.0002213477,0.0001821423,0.0003637493,0.001141669,0.0002106427,0.0002145307,0.04998016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371987,"about_ca_system_score_gemma":0.00001969835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005559153,"about_ca_topic_score_gemma":0.00001942642,"domain_scores_codex":[0.9981566,0.00004313945,0.0005006234,0.0004425696,0.00003791155,0.0008191207],"domain_scores_gemma":[0.9990405,0.0001190644,0.0002769771,0.0003724546,0.00003270005,0.0001582311],"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":[0.000005561853,0.0001451074,0.03138163,0.00005718387,0.0001581042,0.000002624602,0.002790712,0.00001711573,0.00001278723,0.0858594,0.8748326,0.004737169],"study_design_scores_gemma":[0.000240509,0.00002884679,0.02972866,0.00003614902,0.00002453443,0.00001006878,0.0005209447,0.00004192764,0.0004153846,0.003477446,0.96509,0.0003855652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01710014,0.2466745,0.0009836585,0.01839175,0.0296652,0.000243943,0.00703118,0.0001064468,0.6798031],"genre_scores_gemma":[0.1620893,0.0107613,0.001912146,0.001144856,0.0008295762,0.00001419747,0.00001410697,0.00003488318,0.8231996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2359132,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667199785416148,"score_gpt":0.2456769081151862,"score_spread":0.2090049102610248,"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."}}