{"id":"W4297887487","doi":"","title":"Optimisation des approvisionnements en contexte humanitaire","year":2015,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003052787,0.001783436,0.001427975,0.0009249847,0.0006174389,0.002782098,0.001199261,0.002440795,0.01057242],"category_scores_gemma":[0.01486805,0.0006774727,0.001065559,0.0006087428,0.0009262882,0.0020997,0.001680227,0.001977619,0.001548301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154926,"about_ca_system_score_gemma":0.001825488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005719477,"about_ca_topic_score_gemma":0.004173727,"domain_scores_codex":[0.9972145,0.001326555,0.00009205616,0.0006093305,0.0005257584,0.0002317903],"domain_scores_gemma":[0.993495,0.004578513,0.0002214375,0.000403334,0.001107767,0.0001938955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006249336,0.0001549151,0.001253173,0.0004172224,0.0001227714,0.0001480719,0.0002252038,0.7810364,0.007187435,0.005064584,0.003937719,0.1998275],"study_design_scores_gemma":[0.00004898245,0.0001153137,0.0004495088,0.00003774732,0.00003246843,0.0000379602,0.0000894726,0.9868267,0.00260829,0.007736594,0.002006537,0.00001031848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08276226,0.001743848,0.8990504,0.001242829,0.0002632168,0.0002122451,0.000228881,0.002839057,0.01165723],"genre_scores_gemma":[0.6072519,0.0006145365,0.3804286,0.0002974515,0.0001529847,0.000224941,0.0004431047,0.000639417,0.009947006],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01057242,"threshold_uncertainty_score":0.03536832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289467566167436,"score_gpt":0.2450965599742685,"score_spread":0.2161498033575249,"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."}}