{"id":"W4401598290","doi":"","title":"Capacité des modèles d'estimation des besoins chez le porc à l'engraissement pour prédire l'utilisation du phosphore alimentaire chez la cochette","year":2022,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Université Laval","funders":"","keywords":"Phosphorus; Computer science; Animal science; Reliability engineering; Environmental science; Chemistry; Biology; Engineering","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":[0.002550911,0.001324583,0.0009579955,0.000658133,0.0005838349,0.001585501,0.001077445,0.001785549,0.003873575],"category_scores_gemma":[0.009171637,0.0006732566,0.001197244,0.0004760156,0.0005809108,0.001162112,0.0008057653,0.001335397,0.001125599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329338,"about_ca_system_score_gemma":0.001904409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05882344,"about_ca_topic_score_gemma":0.02570615,"domain_scores_codex":[0.9994267,0.0001995125,0.00003297739,0.0001763099,0.00007214378,0.00009227524],"domain_scores_gemma":[0.9933236,0.005537978,0.0001844104,0.0001748807,0.0006767091,0.0001024385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000384903,0.0001121481,0.01689631,0.00005517144,0.0001398803,0.00004964869,0.0001054425,0.9443429,0.001910096,0.0006365246,0.0003766308,0.03499047],"study_design_scores_gemma":[0.00000616734,0.0000354185,0.003521004,0.000008172276,0.00001766417,0.00000928627,0.00002206346,0.9954743,0.0005051364,0.000295915,0.00009672686,0.00000818638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285686,0.000535067,0.2655878,0.0007365727,0.00009005314,0.00008118441,0.000694614,0.001099657,0.002606543],"genre_scores_gemma":[0.9862373,0.0001259575,0.009740242,0.00005181426,0.00001771759,0.00007620221,0.0005884027,0.0000508756,0.003111447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05882344,"threshold_uncertainty_score":0.1169621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002518368116811,"score_gpt":0.259160752660305,"score_spread":0.2291355689791369,"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."}}