{"id":"W7046488320","doi":"","title":"Determinants of management techniques implementation on family-operated livestock farms","year":2019,"lang":"en","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Garron Family Cancer Centre; Universidad de la República Uruguay","keywords":"Livestock; Production (economics); Management system; Agriculture; Capital (architecture); Productivity; Mixed farming","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080282,0.00007633404,0.0001190329,0.0003881372,0.0005416346,0.00087225,0.0003934025,0.0003633319,0.004620989],"category_scores_gemma":[0.004638848,0.0001195148,0.0001899435,0.0005538068,0.0005158178,0.0004329518,0.0005434306,0.0004336542,0.0002301953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008063248,"about_ca_system_score_gemma":0.0008784525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02009464,"about_ca_topic_score_gemma":0.03373177,"domain_scores_codex":[0.9989573,0.0004003365,0.00005818025,0.0001300315,0.0002060669,0.0002481466],"domain_scores_gemma":[0.9944939,0.002175717,0.002283976,0.0001713196,0.0003493738,0.0005257869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005338333,0.0001518302,0.9829934,0.00001705965,0.0000488066,0.00009356486,0.003263155,0.0001678314,0.0003576773,0.0003174899,0.0002772849,0.01225856],"study_design_scores_gemma":[0.000001173864,0.00005123668,0.9933202,0.00001690928,0.000005522838,0.0000199725,0.005976292,0.0001416922,0.00003012325,0.00003256454,0.0004015233,0.000002794139],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998804,0.00003275999,0.00005481685,0.00008864664,0.000001502968,0.000006056858,0.00005528452,7.077359e-7,0.0009562554],"genre_scores_gemma":[0.999122,0.00004487733,0.00007706623,0.00001744805,0.000001962615,0.000007884712,0.00004892534,6.345373e-7,0.000679277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009464,"threshold_uncertainty_score":0.03995532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765852346823626,"score_gpt":0.2892257040185444,"score_spread":0.2715671805503081,"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."}}