{"id":"W4246634612","doi":"10.7202/1041763ar","title":"Liminaire","year":2016,"lang":"fr","type":"article","venue":"Les ateliers de l éthique","topic":"Historical and Political Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003951399,0.0001608246,0.0002118904,0.00002261275,0.0005493239,0.00002239022,0.0002325362,0.0004470989,0.001432425],"category_scores_gemma":[0.0006196887,0.0001116587,0.000145147,0.0002020244,0.001553372,0.0001163847,0.00006422625,0.0002362169,0.002685364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009977407,"about_ca_system_score_gemma":0.0001195929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004088065,"about_ca_topic_score_gemma":0.001364411,"domain_scores_codex":[0.9981552,0.0003821104,0.0001961865,0.0002387562,0.0002173002,0.0008104137],"domain_scores_gemma":[0.9987985,0.0005440642,0.00004867473,0.0001312727,0.0000816476,0.0003958737],"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":[0.000008941626,0.00004881321,0.00177584,0.00003192825,0.00002655972,0.00003300293,0.005518656,2.714623e-7,0.00006947618,0.7539089,0.04228508,0.1962925],"study_design_scores_gemma":[0.0001171978,0.0000745313,0.001050427,0.0001293724,0.00002579029,0.000003344405,0.0004681179,0.000002040623,0.0001390812,0.09820131,0.8995954,0.0001934335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01876835,0.01851234,0.001852518,0.2723786,0.002386333,0.0001408675,0.0000293859,0.0001271012,0.6858045],"genre_scores_gemma":[0.6514338,0.008939443,0.0004623354,0.003518658,0.001541565,0.0000179346,3.980194e-7,0.00001846913,0.3340674],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8573103,"threshold_uncertainty_score":0.9994804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318200076288524,"score_gpt":0.2874660946476331,"score_spread":0.2556460870187807,"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."}}