{"id":"W4205500198","doi":"10.3917/cerpsy.129.0062","title":"Toujours plus vite !","year":2021,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0006663759,0.000386613,0.0006777843,0.00008355257,0.001150703,0.00008759831,0.0003605158,0.0009373892,0.01464538],"category_scores_gemma":[0.0002876847,0.0004378867,0.0004043144,0.0006152831,0.0002455183,0.0002676868,0.0001847487,0.001616429,0.004918647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004690981,"about_ca_system_score_gemma":0.001008754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395145,"about_ca_topic_score_gemma":0.003502411,"domain_scores_codex":[0.9954522,0.001354559,0.0007530996,0.0007129586,0.000450252,0.001276951],"domain_scores_gemma":[0.9973546,0.0004239615,0.0002944594,0.0008470822,0.0005102231,0.0005696489],"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":[0.00006305178,0.0003470856,0.01126498,0.001102615,0.0002534878,0.0004385613,0.2157222,0.000008407436,0.00009924702,0.01615012,0.7024055,0.05214467],"study_design_scores_gemma":[0.001624559,0.00007317246,0.01096494,0.001354353,0.0001628893,0.00001370089,0.1218612,0.00004680399,0.00009854572,0.01146454,0.8517874,0.0005478796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2174745,0.1548445,0.001455231,0.08971677,0.053364,0.0009116649,0.0001884817,0.000354397,0.4816904],"genre_scores_gemma":[0.3268417,0.00872313,0.001143224,0.03059207,0.009541306,0.00007723267,0.0001450399,0.0001727285,0.6227636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1493818,"threshold_uncertainty_score":0.9998073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932698952434409,"score_gpt":0.4192003021053076,"score_spread":0.3598733125809635,"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."}}