{"id":"W2896573861","doi":"10.3917/riges.433.0104","title":"Simplifier, c’est payant !","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Obligation; Art; Law","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":[0.008319842,0.002280329,0.001156144,0.002630938,0.005771602,0.01557429,0.003437669,0.005348654,0.04410341],"category_scores_gemma":[0.04065127,0.0007631028,0.001351989,0.002403644,0.0140225,0.02803574,0.008929165,0.01086542,0.02417137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005735443,"about_ca_system_score_gemma":0.006531877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02728174,"about_ca_topic_score_gemma":0.03850763,"domain_scores_codex":[0.9887403,0.0041155,0.0005614226,0.001870657,0.003975585,0.0007366352],"domain_scores_gemma":[0.9839067,0.004684964,0.0006269065,0.003741511,0.006285063,0.0007547763],"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":[0.0001205164,0.00005551511,0.001412203,0.0007706705,0.00006985669,0.0005707236,0.007378891,0.0006600937,0.001132671,0.5622992,0.3470257,0.07850388],"study_design_scores_gemma":[0.0000178951,0.00002822198,0.000581541,0.0005462197,0.00003782992,0.0005317596,0.004840774,0.000531161,0.0005306472,0.1716514,0.8206478,0.00005485252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01398817,0.01839742,0.1023204,0.456162,0.03990011,0.0004042019,0.001441676,0.002460001,0.3649261],"genre_scores_gemma":[0.3149606,0.02255802,0.1737441,0.1605819,0.01375194,0.0008517497,0.002818841,0.003569614,0.3071633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04410341,"threshold_uncertainty_score":0.1475406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2290186608032173,"score_gpt":0.3157557585506058,"score_spread":0.08673709774738855,"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."}}