{"id":"W4401383854","doi":"10.7202/1112437ar","title":"Funestes volcans ?","year":2023,"lang":"fr","type":"article","venue":"Frontières","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007171233,0.0001397672,0.0002345826,0.00009637642,0.000084933,0.0000318238,0.00009220785,0.0001122636,0.003838374],"category_scores_gemma":[0.0004682958,0.0001051934,0.0001467008,0.0004226487,0.0001964928,0.0001405939,0.00005409378,0.00008911523,0.02217823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003994365,"about_ca_system_score_gemma":0.00009048617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000121634,"about_ca_topic_score_gemma":0.00003668533,"domain_scores_codex":[0.9988188,0.00005298796,0.0002323052,0.000219139,0.0001903848,0.000486434],"domain_scores_gemma":[0.999177,0.000207366,0.00003987845,0.0002330844,0.00006551231,0.000277155],"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":[0.00001927123,0.0001647933,0.09357985,0.0002129793,0.00008035064,0.0004951375,0.0002151547,0.00003055222,0.0001979719,0.0241369,0.8307447,0.05012237],"study_design_scores_gemma":[0.0004010345,0.0000826078,0.3996707,0.000264713,0.0001365373,0.00001661592,0.000367388,0.001072352,0.00006086364,0.001976022,0.5958403,0.0001108004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4850135,0.1118146,0.003102034,0.2261611,0.02196243,0.00116223,0.001557576,0.001754561,0.147472],"genre_scores_gemma":[0.7125336,0.006178824,0.000394452,0.00145205,0.001012039,0.00005355769,0.000199287,0.00003686557,0.2781394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3060909,"threshold_uncertainty_score":0.9970723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600477148806709,"score_gpt":0.2959396074486769,"score_spread":0.2699348359606099,"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."}}