{"id":"W4206875774","doi":"","title":"A modelling framework to evaluate benefits of animal adaptive capacity for livestock farming systems","year":2013,"lang":"en","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":"Université du Québec à Montréal","funders":"","keywords":"Livestock; Agriculture; Computer science; Mixed farming; Agricultural engineering; Engineering; Geography; Forestry; Ecology; Biology","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":[0.002295245,0.0006549328,0.001006828,0.000688421,0.0005176814,0.002108481,0.001744548,0.002448083,0.007078127],"category_scores_gemma":[0.006361843,0.000473139,0.001427794,0.0008168155,0.0009558658,0.001585747,0.001480037,0.00119031,0.0003367545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001924345,"about_ca_system_score_gemma":0.00161403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312458,"about_ca_topic_score_gemma":0.006932113,"domain_scores_codex":[0.9992926,0.0004152651,0.00002604099,0.0000874354,0.00006429969,0.0001142634],"domain_scores_gemma":[0.9966996,0.002524621,0.0002366198,0.0001182382,0.0002199735,0.0002009441],"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":[0.00002337282,0.00002731806,0.0005573168,0.00003624948,0.0000382237,0.00003036684,0.00003288465,0.9737617,0.0004467379,0.02312051,0.0002405697,0.001684781],"study_design_scores_gemma":[0.00001429998,0.00003372681,0.0003053801,0.000009874887,0.00002058677,0.000009772322,0.00003090316,0.9791752,0.00007504102,0.01987322,0.0004431401,0.000008906953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3790954,0.001314349,0.5771058,0.00233598,0.0001629602,0.000263697,0.00157861,0.000249892,0.03789328],"genre_scores_gemma":[0.9658021,0.0003311383,0.02925672,0.00009725797,0.00004640403,0.0001816311,0.0002381638,0.00005884683,0.003987759],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01312458,"threshold_uncertainty_score":0.0260964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06350411467198347,"score_gpt":0.2550141853604546,"score_spread":0.1915100706884711,"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."}}