{"id":"W7133368060","doi":"","title":"Des PME 2.0","year":2016,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003128124,0.0002468117,0.0002154729,0.0001093446,0.0001909912,0.00005439711,0.0002928097,0.0001591147,0.01193219],"category_scores_gemma":[0.0004121272,0.0001851846,0.0001424442,0.0003941739,0.001131745,0.0004486591,0.0001325545,0.0001233068,0.3712474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004455694,"about_ca_system_score_gemma":0.0001556167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003844669,"about_ca_topic_score_gemma":0.0007771355,"domain_scores_codex":[0.9981028,0.0001832922,0.0002302383,0.0003647503,0.0002464966,0.000872381],"domain_scores_gemma":[0.99861,0.0002264281,0.00008443323,0.0006171715,0.0001069891,0.0003550447],"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":[0.00003991268,0.0003867,0.0429991,0.00005318493,0.0001271654,0.0002247621,0.0006288934,0.000002415626,0.2076024,0.04172696,0.5525312,0.1536773],"study_design_scores_gemma":[0.0006934601,0.0001005201,0.05421894,0.0005746328,0.0001016217,0.000109473,0.00005616765,0.00001578322,0.01403461,0.01003045,0.9196808,0.000383486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6801371,0.01754811,0.001583481,0.04227548,0.003210641,0.0004180892,0.001648633,0.00066159,0.2525169],"genre_scores_gemma":[0.7252496,0.001009423,0.001983297,0.0001042544,0.0005321926,0.00001906858,0.00000346434,0.0001862322,0.2709125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3671496,"threshold_uncertainty_score":0.9889711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020709988930232,"score_gpt":0.2700419949259318,"score_spread":0.2398348950366295,"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."}}