{"id":"W3034332480","doi":"","title":"Malak Kanso David Danovitch Elodie Nguena Richard Langlois Christian Bergeron","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Livestock and Poultry Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002973765,0.0004533304,0.0004639905,0.0000477731,0.0009749921,0.000763145,0.002379692,0.0003784093,0.0007643005],"category_scores_gemma":[0.0006507491,0.0002470269,0.0003029758,0.000195915,0.0002124325,0.000169312,0.002321627,0.0006430278,0.0002528373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021149,"about_ca_system_score_gemma":0.00006031604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009017162,"about_ca_topic_score_gemma":0.00755703,"domain_scores_codex":[0.9953426,0.002101965,0.0004848208,0.001021556,0.0005175308,0.0005315769],"domain_scores_gemma":[0.9962693,0.0006917432,0.000658164,0.001249987,0.0008605827,0.0002701585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001208009,0.003248102,0.08881763,0.0009368582,0.0007903061,0.0001098608,0.01824884,0.0001111406,0.05450007,0.05663455,0.09755007,0.6789318],"study_design_scores_gemma":[0.0005979744,0.000003901718,0.2756006,0.002270455,0.00019339,0.00001234138,0.0004737048,0.001051839,0.01584486,0.005357744,0.696918,0.001675118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8389717,0.001888928,0.0008829066,0.03800331,0.0007723264,0.0009282345,0.0004378334,0.0004493682,0.1176654],"genre_scores_gemma":[0.9577566,0.001053855,0.003111547,0.0002123281,0.000216688,0.0001184773,0.002197269,0.000009715401,0.03532352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6772566,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195688352399774,"score_gpt":0.221565867415576,"score_spread":0.2019970321755986,"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."}}