{"id":"W2402329341","doi":"","title":"THE IMPACT OF SELECTED MILKING, FEEDING, AND HOUSING MANAGEMENT SYSTEMS ON THE PROFITABILITY OF QUEBEC DAIRY HERDS","year":2014,"lang":"en","type":"article","venue":"2014 ADSA-ASAS-CSAS Joint Annual Meeting","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Milking; Profitability index; Business; Herd; Agricultural science; Dairy farming; Dairy cattle; Agricultural economics; Economics; Milk production; Animal science; Environmental science; Finance; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001710901,0.000268303,0.0004230644,0.00001168628,0.0006675352,0.00007958554,0.0002979367,0.0001166833,0.00001447078],"category_scores_gemma":[0.000472025,0.00006195896,0.0001830035,0.0003383962,0.0002973865,0.0000705926,0.0002686325,0.0001902956,0.000004998073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000505703,"about_ca_system_score_gemma":0.000006068851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006658325,"about_ca_topic_score_gemma":0.002410819,"domain_scores_codex":[0.9979613,0.0003955213,0.000532764,0.0003654397,0.0003260682,0.0004188438],"domain_scores_gemma":[0.9981152,0.0009313217,0.0004575894,0.0001117682,0.0003149171,0.00006924332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005759465,0.0006864713,0.4986461,0.0003612057,0.0009669603,0.000004516535,0.002620493,0.0002254403,0.3096725,0.007884874,0.06246268,0.1158928],"study_design_scores_gemma":[0.0001562637,0.00106258,0.9850563,0.0002464983,0.00004771458,0.000003129517,0.005872227,0.0001576251,0.002790202,0.000267858,0.004083254,0.0002562795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947441,0.00060998,0.000003081575,0.0009464151,0.0001035002,0.0005400888,0.00002277331,0.00005168699,0.002978415],"genre_scores_gemma":[0.9992679,0.00009066959,0.00002541021,0.00002494433,0.0002781888,0.00002711521,0.000008201851,0.000001886243,0.0002756256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4864102,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572433961826739,"score_gpt":0.2235820376076311,"score_spread":0.2078576979893637,"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."}}