{"id":"W3199467332","doi":"10.1016/j.animal.2021.100361","title":"Social referents for dairy farmers: who dairy farmers consult when making management decisions","year":2021,"lang":"en","type":"article","venue":"animal","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Canadian Dairy Commission","keywords":"Referent; Psychology; Thematic analysis; Context (archaeology); Qualitative research; Social psychology; Applied psychology; Sociology; Geography; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008371897,0.0001326146,0.0002000761,0.00001579025,0.0004319594,0.00006001247,0.0001693362,0.00009487456,0.0003043743],"category_scores_gemma":[0.00005297862,0.00006371587,0.0001432746,0.0001839582,0.00008606289,0.00007680272,0.0001437447,0.00008209506,0.00004897032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002816393,"about_ca_system_score_gemma":0.000008871041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001162021,"about_ca_topic_score_gemma":0.00004901778,"domain_scores_codex":[0.9989128,0.00006639338,0.0002017754,0.0003731951,0.0001253445,0.0003205035],"domain_scores_gemma":[0.9995217,0.0002016423,0.00006414184,0.00004369524,0.000117243,0.00005151564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001262763,0.0008631068,0.01284112,0.00004864841,0.0002557772,0.00008581524,0.0004006338,0.000001053435,0.3605956,0.09204178,0.1926423,0.3389614],"study_design_scores_gemma":[0.0008010992,0.0002698734,0.5945258,0.00007705851,0.00004924638,0.000005650885,0.004115168,0.00001834301,0.001308495,0.009137698,0.3894186,0.000272962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831802,0.0001799118,0.00005635134,0.005201843,0.0001519874,0.000251833,0.0001005036,0.00005315656,0.01082419],"genre_scores_gemma":[0.9965053,0.0001016713,0.0003963946,0.001443048,0.0001918066,0.00004778437,0.0002137406,0.000001649747,0.0010986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5816847,"threshold_uncertainty_score":0.3332686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08129011456092786,"score_gpt":0.3105793515155973,"score_spread":0.2292892369546695,"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."}}