{"id":"W3123811190","doi":"","title":"Risk Attitudes, Social Interactions and the Adoption of Genotyping in Dairy Production","year":2014,"lang":"en","type":"preprint","venue":"The Atrium (University of Guelph)","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; Ontario Ministry of Agriculture, Food and Rural Affairs; Dairy Farmers of Ontario; Genome Canada","keywords":"Genotyping; Production (economics); Business; Mastitis; Milk production; Willingness to pay; Service (business); Survey data collection; Marketing; Economics; Genotype; Biology; Genetics; Microeconomics; Animal science; Statistics","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":[0.002311836,0.0002260286,0.0001638967,0.0005637897,0.0005356863,0.001622781,0.0002086667,0.0007173127,0.001702836],"category_scores_gemma":[0.007942862,0.0001436893,0.0002990658,0.0003566691,0.0009496789,0.0004732603,0.0007929368,0.0007230964,0.0001517316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008109226,"about_ca_system_score_gemma":0.0003446695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003011241,"about_ca_topic_score_gemma":0.003736627,"domain_scores_codex":[0.9981028,0.001222681,0.00005712435,0.0001547433,0.0002832572,0.0001793611],"domain_scores_gemma":[0.9855425,0.008102143,0.0043754,0.0003662511,0.0003497321,0.001263928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002668191,0.0009073507,0.9761381,0.0000272066,0.0001271661,0.0003383748,0.004689812,0.0007723437,0.002114466,0.0008334509,0.00009755386,0.01368727],"study_design_scores_gemma":[0.000005418909,0.0001844273,0.994778,0.00001022169,0.00001636704,0.00006702461,0.00261044,0.001075418,0.0001391139,0.0008141513,0.0002881682,0.00001124246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987206,0.00007076155,0.0001732553,0.0001084419,0.000001632435,0.000003179553,0.000008707286,0.000001205417,0.000912223],"genre_scores_gemma":[0.9996492,0.00003935254,0.00009229332,0.00001732709,0.000002682521,0.000002960631,0.000008245327,6.980757e-7,0.0001872314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003011241,"threshold_uncertainty_score":0.01222634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292471069750891,"score_gpt":0.2359466905839659,"score_spread":0.2066995836088768,"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."}}