{"id":"W4321015773","doi":"10.3917/cerpsy.152.0070","title":"La science des commentaires clients","year":2023,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00521366,0.0009537511,0.001024708,0.003344812,0.01267809,0.01563156,0.001558964,0.008900361,0.08761387],"category_scores_gemma":[0.02999173,0.0005953296,0.0008990206,0.003118431,0.01126168,0.00876972,0.004221431,0.01488815,0.02181065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01182548,"about_ca_system_score_gemma":0.008812787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04439795,"about_ca_topic_score_gemma":0.03081438,"domain_scores_codex":[0.9899694,0.005613797,0.0002907465,0.000954673,0.002234341,0.0009369637],"domain_scores_gemma":[0.9821268,0.01069359,0.0006190613,0.0009827089,0.004823625,0.0007542146],"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":[0.00006961468,0.00003780505,0.0003735957,0.0002094282,0.00001957849,0.0003865121,0.01247379,0.00006582242,0.0003503099,0.4662544,0.5027748,0.01698443],"study_design_scores_gemma":[0.0000106394,0.000004630072,0.0002354815,0.0001521314,0.000004848249,0.00009611678,0.00493776,0.00005623213,0.0001557293,0.01398607,0.9803497,0.00001077535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005335678,0.02939401,0.002022351,0.5417717,0.03059209,0.00004549023,0.0005666104,0.0002121768,0.3900599],"genre_scores_gemma":[0.1617625,0.02311817,0.001164672,0.064417,0.03640655,0.0002267381,0.0005372936,0.0004671349,0.7118999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08761387,"threshold_uncertainty_score":0.2930976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07267801053814538,"score_gpt":0.3719121861636188,"score_spread":0.2992341756254734,"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."}}