{"id":"W7081629173","doi":"10.34745/numerev_2397","title":"Présentation","year":2022,"lang":"fr","type":"article","venue":"NumeRev","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radio program; Period (music); Stylistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001513661,0.0008686234,0.0007281173,0.00163926,0.003904888,0.01085875,0.00189301,0.003943582,0.6580664],"category_scores_gemma":[0.005593412,0.0004063021,0.0008820977,0.001434683,0.0009706998,0.00514448,0.004738257,0.00364205,0.4354142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003584599,"about_ca_system_score_gemma":0.005357601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004798946,"about_ca_topic_score_gemma":0.005975845,"domain_scores_codex":[0.9980578,0.0002661365,0.000101143,0.0003989296,0.000869395,0.0003066462],"domain_scores_gemma":[0.9974362,0.0002519799,0.00009163704,0.0003457235,0.001278514,0.0005959108],"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":[0.00003604707,0.00002385442,0.0001613393,0.0001272961,0.000004225915,0.0001183297,0.0002118746,0.00004117385,0.0002150783,0.01385976,0.9307758,0.05442521],"study_design_scores_gemma":[0.000002875143,0.00000526833,0.00009916199,0.00005288029,0.000001193449,0.00004252229,0.0001272169,0.00001531635,0.00006180647,0.0009021353,0.9986867,0.000002897881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008160045,0.003216529,0.001507679,0.01927386,0.03764783,0.0001709564,0.002209548,0.0008345983,0.9343231],"genre_scores_gemma":[0.003884232,0.001569035,0.0005693431,0.003211322,0.003077641,0.00008908915,0.001239214,0.0003005464,0.9860596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3419336,"threshold_uncertainty_score":0.4877267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053986008779361,"score_gpt":0.2558228123249755,"score_spread":0.2252829522371819,"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."}}