{"id":"W4239672527","doi":"10.4000/physio-geo.632","title":"Varia 2009","year":2009,"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":[0.002315467,0.0009768631,0.0008444441,0.0037447,0.002049907,0.00779726,0.001850917,0.002209209,0.5607092],"category_scores_gemma":[0.007182416,0.000599587,0.001014296,0.004184334,0.0006313734,0.004432717,0.003203561,0.002101582,0.5278344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00280231,"about_ca_system_score_gemma":0.004423126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338326,"about_ca_topic_score_gemma":0.01495454,"domain_scores_codex":[0.9979299,0.0002612902,0.0001822698,0.0003555703,0.001025726,0.0002452664],"domain_scores_gemma":[0.996238,0.0004472196,0.0002289009,0.0006380322,0.001940513,0.0005073741],"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":[0.0001124779,0.000054091,0.0006438259,0.0003570977,0.00001618895,0.00009051631,0.0001933122,0.00007986223,0.0007144744,0.009457417,0.8644875,0.1237933],"study_design_scores_gemma":[0.000006473268,0.000005908999,0.0004179911,0.00006520769,0.00000282261,0.00004042996,0.00004319323,0.00002579599,0.0000980873,0.0003646091,0.9989237,0.000005708696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002257804,0.005778644,0.004562412,0.00965649,0.007682861,0.0004769828,0.03726994,0.007016669,0.9252981],"genre_scores_gemma":[0.005656174,0.003968023,0.003405561,0.002506286,0.0009247109,0.0003079154,0.02595982,0.002448215,0.9548233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5607092,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933723362101161,"score_gpt":0.287218820785808,"score_spread":0.2678815871647964,"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."}}