{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001689666,0.0007157149,0.0008160395,0.001341327,0.002306106,0.003737951,0.00051927,0.001273788,0.1112785],"category_scores_gemma":[0.008371803,0.0002616504,0.0002160227,0.0007950065,0.001104717,0.002722576,0.002155969,0.001992641,0.0689735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037848,"about_ca_system_score_gemma":0.003322013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005939842,"about_ca_topic_score_gemma":0.008043761,"domain_scores_codex":[0.9985951,0.0002465174,0.00004085714,0.0002505769,0.0007032049,0.0001638749],"domain_scores_gemma":[0.9954305,0.001059599,0.0002070516,0.0002362841,0.002443801,0.000622753],"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":[0.0001882403,0.00005471905,0.001044449,0.0002558271,0.00001431856,0.0002627678,0.0007648618,0.0006034831,0.001127656,0.07597641,0.7819457,0.1377616],"study_design_scores_gemma":[0.000008800968,0.00001479689,0.0008340146,0.0001138744,0.000008809281,0.0001997109,0.0005955537,0.0003168672,0.0007556847,0.008795956,0.9883319,0.0000240407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02043981,0.02788176,0.02612627,0.1902009,0.04015451,0.0001331486,0.002307949,0.001758513,0.6909972],"genre_scores_gemma":[0.04368237,0.008467283,0.003674475,0.005273348,0.001412554,0.00004737164,0.0004798392,0.0006851183,0.9362776],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8887215,"threshold_uncertainty_score":0.3722637,"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."}}