{"id":"W4297797434","doi":"","title":"An intervention-research system for the development of the Maraîchine bovine breed for the production of references on livestock farming systems","year":2005,"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":false,"ca_institutions":"Cégep de Saint-Laurent","funders":"","keywords":"Livestock; Breed; Agriculture; Production system (computer science); Production (economics); Agricultural science; Biology; Animal science; Geography; Forestry; Economics; 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":[0.05638536,0.0006760951,0.0008608022,0.003422234,0.00315569,0.002197838,0.002060102,0.002365927,0.03138855],"category_scores_gemma":[0.03029525,0.0004929531,0.0006341907,0.003490524,0.001664838,0.002385481,0.004034993,0.001275296,0.0024609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005763218,"about_ca_system_score_gemma":0.01845894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0131635,"about_ca_topic_score_gemma":0.01902983,"domain_scores_codex":[0.9741607,0.02156749,0.0009618041,0.001885376,0.0008915625,0.0005330677],"domain_scores_gemma":[0.9655421,0.01511629,0.002720364,0.006806218,0.006891664,0.002923356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009899037,0.005929544,0.06730814,0.003015982,0.000428317,0.001390007,0.01425454,0.01100135,0.03722456,0.3189964,0.04229651,0.4882555],"study_design_scores_gemma":[0.009682113,0.01572684,0.148041,0.0023227,0.001406977,0.00146701,0.01239571,0.06951217,0.02987059,0.1605908,0.5483704,0.0006135736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1761559,0.001919328,0.6580698,0.0226873,0.00146358,0.04535715,0.01172862,0.002573438,0.08004493],"genre_scores_gemma":[0.2775979,0.0006988096,0.6659945,0.001769092,0.0002076202,0.03003821,0.003855491,0.0001574949,0.01968083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05638536,"threshold_uncertainty_score":0.2981978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093813940347136,"score_gpt":0.2950815750119613,"score_spread":0.2341434356084899,"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."}}