{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0007438288,0.0002013089,0.0002114628,0.0003133774,0.001583206,0.000913644,0.0004877289,0.00006414472,0.004170624],"category_scores_gemma":[0.0001142077,0.0001883807,0.0001894338,0.0004657929,0.003799236,0.0002412782,0.0001563819,0.0001711034,0.002531858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008532985,"about_ca_system_score_gemma":0.00009401485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577861,"about_ca_topic_score_gemma":0.0008896762,"domain_scores_codex":[0.9981862,0.0000712457,0.0003013929,0.0003983112,0.0004207942,0.0006221108],"domain_scores_gemma":[0.9989521,0.0001095051,0.000097255,0.0004023589,0.0002197127,0.00021905],"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":[0.00001104428,0.0002967322,0.007372662,0.0001071295,0.0001036533,0.00004969529,0.01169461,0.00002079068,0.00001605417,0.82301,0.1223414,0.03497623],"study_design_scores_gemma":[0.0003394808,0.00005871609,0.009145915,0.0001992319,0.0001484349,0.000002399652,0.008266845,0.0007221536,0.00003599954,0.03839626,0.9424165,0.0002680089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1974647,0.004899178,0.00001752435,0.003939274,0.004541483,0.0001072114,0.0001309093,0.000118894,0.7887808],"genre_scores_gemma":[0.914188,0.002088751,0.00005192426,0.0005064697,0.002056208,0.0000116546,0.00003516018,0.0000298991,0.08103193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8200752,"threshold_uncertainty_score":0.9997166,"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."}}