{"id":"W4206883176","doi":"","title":"Dynamic modelling of nutrient use and individual requirements in lactating sows","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre de Développement du Porc du Québec","funders":"","keywords":"Nutrient; Computer science; Biology; Ecology","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":[0.000439272,0.0004152651,0.0008748493,0.0003326658,0.0002787123,0.0009867911,0.001064352,0.001374306,0.002611374],"category_scores_gemma":[0.001994386,0.0006715046,0.0008621234,0.000578769,0.0006146969,0.0006459272,0.0004793498,0.000671924,0.0002393366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009689564,"about_ca_system_score_gemma":0.0008319137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03495975,"about_ca_topic_score_gemma":0.01605906,"domain_scores_codex":[0.9998556,0.00003552137,0.000007251872,0.00004859142,0.00001331719,0.00003958189],"domain_scores_gemma":[0.9990481,0.0007124885,0.00008995441,0.00003227506,0.00004830333,0.00006892723],"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":[0.00006430305,0.00001782343,0.001904502,0.00001338327,0.00002008495,0.00003423924,0.00002070589,0.9959539,0.0006145658,0.0005018169,0.0000549578,0.0007998318],"study_design_scores_gemma":[0.00000642119,0.00001676267,0.001409963,0.000001992233,0.0000076448,0.000007766218,0.00001304623,0.9980477,0.00007703808,0.000348685,0.00005911386,0.000003885704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968076,0.0002164731,0.02864543,0.0002262538,0.00002357513,0.00001456325,0.0005712018,0.00006183442,0.00216473],"genre_scores_gemma":[0.9956219,0.00009744493,0.001849698,0.00001814635,0.000006795674,0.00002732432,0.0002501759,0.0000199058,0.002108714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03495975,"threshold_uncertainty_score":0.06951255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08711331582108811,"score_gpt":0.2947438744091443,"score_spread":0.2076305585880562,"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."}}