{"id":"W4232683771","doi":"10.4000/physio-geo.166","title":"Varia 2008","year":2008,"lang":"fr","type":"paratext","venue":"Physio-Géo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0021473,0.0009951612,0.0007940952,0.003556737,0.002032062,0.007885394,0.001890162,0.002390781,0.6094012],"category_scores_gemma":[0.00607605,0.0005878833,0.0009521536,0.003730933,0.0006920096,0.004237714,0.003281732,0.002128799,0.5600668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002835206,"about_ca_system_score_gemma":0.00410107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145212,"about_ca_topic_score_gemma":0.01271842,"domain_scores_codex":[0.998031,0.0002453492,0.0001486565,0.0003545143,0.0009736214,0.0002469839],"domain_scores_gemma":[0.9968798,0.0003441561,0.0001892384,0.0005546188,0.001573853,0.0004583425],"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":[0.0001064132,0.00005879847,0.00064246,0.0003268603,0.00001419925,0.00009870998,0.0002234056,0.00008409345,0.0006981943,0.01132599,0.8507971,0.1356237],"study_design_scores_gemma":[0.000006232512,0.000006051067,0.0003890842,0.00006103079,0.000002393973,0.00004432199,0.00004639003,0.00002508949,0.00008326866,0.0003642703,0.9989668,0.000004987412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002022216,0.00520143,0.003722609,0.008456735,0.006930694,0.000400689,0.02191606,0.005331809,0.9460177],"genre_scores_gemma":[0.004429749,0.003092241,0.002358399,0.001963307,0.0008228711,0.0002479609,0.01518781,0.001697193,0.9702004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6094012,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966645511991177,"score_gpt":0.2770452337863472,"score_spread":0.2473787786664354,"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."}}