{"id":"W4392829815","doi":"10.62212/revuepossibles.v44i1.50","title":"Fleur","year":2020,"lang":"fr","type":"article","venue":"Revue Possibles","topic":"Disaster Response and Management","field":"Health Professions","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003363646,0.0002051163,0.0003183984,0.00006411147,0.0002660276,0.00004275942,0.000290076,0.0002120779,0.005093228],"category_scores_gemma":[0.0002900298,0.0002152246,0.00012994,0.0003523437,0.00007494833,0.0001832404,0.0003372937,0.0004965939,0.02119581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006525226,"about_ca_system_score_gemma":0.0001632716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008874873,"about_ca_topic_score_gemma":0.00004526668,"domain_scores_codex":[0.9977334,0.0006705205,0.0004638222,0.0003740036,0.0001503833,0.0006079045],"domain_scores_gemma":[0.9987959,0.0002354877,0.0001455768,0.0003311589,0.00005424942,0.0004376053],"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":[0.0001927655,0.000130401,0.0009746809,0.005797164,0.0001103486,0.0002246349,0.04131784,0.00003460433,0.0001802036,0.06864278,0.7923256,0.09006894],"study_design_scores_gemma":[0.0005100176,0.0001573443,0.0007780541,0.001010744,0.0001009439,0.000003696056,0.007282637,0.0004824743,0.00003122421,0.001118539,0.9883011,0.0002232093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03821388,0.03364946,0.002961065,0.4969235,0.00453514,0.001304717,0.0002240853,0.0002779144,0.4219102],"genre_scores_gemma":[0.1703108,0.007502698,0.003117008,0.05758223,0.005818337,0.0001340249,0.000073715,0.000114376,0.7553468],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4393413,"threshold_uncertainty_score":0.9958162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1609645661409807,"score_gpt":0.3952725611698655,"score_spread":0.2343079950288847,"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."}}