{"id":"W6930192033","doi":"10.5281/zenodo.12002864","title":"comment faire la politique pdf","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Work (physics); Field (mathematics); Filter (signal processing)","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":[0.00317755,0.001166217,0.0008176807,0.001524591,0.006917091,0.01598828,0.001777745,0.008590406,0.7670056],"category_scores_gemma":[0.02377629,0.0007339155,0.00146536,0.001476626,0.002066639,0.01039336,0.004925424,0.009493853,0.6620455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004651435,"about_ca_system_score_gemma":0.005304272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128876,"about_ca_topic_score_gemma":0.01908774,"domain_scores_codex":[0.9947036,0.0004579447,0.0001647034,0.0005156434,0.003206901,0.0009511901],"domain_scores_gemma":[0.9912056,0.001013819,0.0002160326,0.0008653139,0.005490918,0.001208336],"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":[0.00001721055,0.00001609378,0.00006520261,0.00003419226,0.000001765784,0.00007083848,0.000106808,0.00001805835,0.0001869135,0.003707435,0.9836059,0.01216961],"study_design_scores_gemma":[0.000005764715,0.000006313682,0.0001153707,0.00002260868,0.000001266572,0.00002982613,0.0001124802,0.00001173166,0.0001046812,0.0003605663,0.9992224,0.000006975878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000692424,0.0005336303,0.0008216373,0.03297091,0.02019195,0.0002271019,0.001033531,0.001576637,0.9419523],"genre_scores_gemma":[0.002870957,0.0003073744,0.0003438609,0.00769338,0.002206413,0.0001009631,0.0002874678,0.0008690469,0.9853206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2329944,"threshold_uncertainty_score":0.3323383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323786991765966,"score_gpt":0.2566752957621313,"score_spread":0.2334374258444716,"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."}}