{"id":"W6947682028","doi":"10.4224/23000789","title":"L'âge des données","year":2016,"lang":"fr","type":"article","venue":"NPARC","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06183382,0.002659607,0.008114912,0.01039751,0.008147262,0.03872626,0.0089448,0.01036847,0.5285351],"category_scores_gemma":[0.3345736,0.003338092,0.008204271,0.006531485,0.006409965,0.01293905,0.01371647,0.01393523,0.4099938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01225836,"about_ca_system_score_gemma":0.03435923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01848403,"about_ca_topic_score_gemma":0.02359361,"domain_scores_codex":[0.8802797,0.0299636,0.01460827,0.009756755,0.06161572,0.003775907],"domain_scores_gemma":[0.6953384,0.07019869,0.00557245,0.05103527,0.1700613,0.007793921],"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":[0.0001266423,0.0000285951,0.0001609201,0.001529207,0.0001295953,0.0001033917,0.000180029,0.00004522216,0.0002746458,0.001760428,0.9788561,0.0168052],"study_design_scores_gemma":[0.0001182903,0.00001798,0.0003428309,0.001398591,0.00007160674,0.0001179234,0.0001935629,0.0001133833,0.0003158902,0.001761732,0.9954858,0.00006239674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001912691,0.02762434,0.01167462,0.1888517,0.4250361,0.005885371,0.1208622,0.01305151,0.2051014],"genre_scores_gemma":[0.02143491,0.023266,0.0198404,0.03998238,0.0288046,0.01051407,0.1086095,0.01439544,0.7331527],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5285351,"threshold_uncertainty_score":0.6724875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0538338387405814,"score_gpt":0.2447241486283912,"score_spread":0.1908903098878098,"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."}}