{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009315956,0.0002983874,0.0003293709,0.0005805143,0.001330383,0.00120104,0.001161769,0.0005479758,0.003150693],"category_scores_gemma":[0.001977233,0.0001982398,0.0003731113,0.0009843155,0.0007445223,0.0003508728,0.0005421669,0.000497442,0.0002120948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02418494,"about_ca_system_score_gemma":0.008612555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9639786,"about_ca_topic_score_gemma":0.989482,"domain_scores_codex":[0.9991597,0.000265216,0.00002110311,0.0001048849,0.0001229339,0.0003261715],"domain_scores_gemma":[0.9982073,0.0003512342,0.0003007545,0.0000568847,0.0004582865,0.0006255835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00110889,0.00025776,0.9767358,0.00003301141,0.0003023837,0.0001687284,0.000533289,0.001518518,0.002445617,0.0002138802,0.00176707,0.01491504],"study_design_scores_gemma":[0.00000931491,0.00009634846,0.998215,0.000007545761,0.00002300373,0.00001340229,0.0003308135,0.000887961,0.00006522454,0.00001361308,0.0003323685,0.000005468605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984597,0.000239346,0.00004798722,0.0001398889,0.000004074738,0.00001069042,0.0004061594,0.00000441898,0.0006877285],"genre_scores_gemma":[0.9980357,0.0001226938,0.0001401375,0.00008400175,0.000002726634,0.00001126792,0.0003147298,0.000004224543,0.001284456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03602135,"threshold_uncertainty_score":0.1754749,"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."}}