{"id":"W2477176417","doi":"10.1522/cla.bel.pre","title":"Presentation","year":2004,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003267515,0.0005126286,0.0009046858,0.0004533163,0.002449963,0.0002928037,0.001141111,0.0009202428,0.004117034],"category_scores_gemma":[0.001248784,0.0004193794,0.0003523924,0.001342857,0.1714188,0.0005468366,0.0003291188,0.001408452,0.001482288],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02588004,"about_ca_system_score_gemma":0.1273069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141548,"about_ca_topic_score_gemma":0.001688271,"domain_scores_codex":[0.9920222,0.0005054884,0.0009819318,0.001211703,0.003226314,0.002052393],"domain_scores_gemma":[0.9963187,0.0008914535,0.0004241199,0.000350741,0.0005318769,0.00148311],"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":[0.00006467569,0.0004987695,0.00977074,0.005198221,0.00008368156,0.0002982166,0.002973462,0.00009042095,0.000147235,0.8167928,0.05252913,0.1115527],"study_design_scores_gemma":[0.001221774,0.002771175,0.008021133,0.006396309,0.0001675023,0.0001068276,0.0008256852,0.002995549,0.0001779037,0.4369568,0.5395929,0.0007664097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001295698,0.01288266,0.002095869,0.008897823,0.002984938,0.001248764,0.00003891499,0.0001360441,0.9704193],"genre_scores_gemma":[0.06538349,0.009910387,0.005752443,0.002104498,0.006646032,0.00006366748,0.0000925956,0.00005349509,0.9099934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4870638,"threshold_uncertainty_score":0.9998258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4138377448067381,"score_gpt":0.4970126755121067,"score_spread":0.08317493070536863,"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."}}