{"id":"W4415045391","doi":"10.7202/1118950ar","title":"Machines à écrire","year":2024,"lang":"fr","type":"article","venue":"Sens public","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Order (exchange); Period (music)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004535182,0.001518986,0.001080911,0.001850277,0.00301084,0.009443803,0.0025372,0.00396889,0.02927349],"category_scores_gemma":[0.01999993,0.0009057175,0.001928134,0.001698341,0.006770148,0.02041395,0.005104575,0.004102027,0.01351673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395882,"about_ca_system_score_gemma":0.001547439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459803,"about_ca_topic_score_gemma":0.001233386,"domain_scores_codex":[0.992861,0.002170825,0.0004772122,0.002668364,0.001406174,0.0004163716],"domain_scores_gemma":[0.9890236,0.005053242,0.0005752013,0.003627819,0.001283033,0.0004371244],"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":[0.0002071597,0.00009065409,0.002051911,0.0006294808,0.0001042585,0.0004375614,0.003852005,0.002739061,0.007029003,0.8020349,0.02857252,0.1522514],"study_design_scores_gemma":[0.00003825262,0.0001181698,0.001051769,0.0003082815,0.0001105169,0.001013397,0.001584519,0.01255301,0.006511084,0.4972126,0.4794158,0.00008254934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02233769,0.006928947,0.7540363,0.03341145,0.004458376,0.0002813636,0.001148222,0.004493513,0.172904],"genre_scores_gemma":[0.3408965,0.006610076,0.4650526,0.009726136,0.004944872,0.000652956,0.002866275,0.001886152,0.1673645],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02927349,"threshold_uncertainty_score":0.09792954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283666343820136,"score_gpt":0.2971950064287017,"score_spread":0.2688283720466881,"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."}}