{"id":"W7037805053","doi":"","title":"Episode 162 - UMN WCROC Dairy research update with Dr. Bradley J Heins","year":2023,"lang":"en","type":"other","venue":"University of Minnesota Digital Conservancy (University of Minnesota)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watt; Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003395227,0.0008327985,0.0009101935,0.002227968,0.00209727,0.004871845,0.002600791,0.005277407,0.4285769],"category_scores_gemma":[0.01130004,0.0006642957,0.0006851823,0.002642921,0.0003791776,0.002529284,0.00242351,0.003964473,0.3009263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003216198,"about_ca_system_score_gemma":0.00601368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03741496,"about_ca_topic_score_gemma":0.09351851,"domain_scores_codex":[0.9977974,0.0002844879,0.0001686911,0.0002097168,0.001307233,0.0002325217],"domain_scores_gemma":[0.9884952,0.001107802,0.0004698576,0.0004635064,0.006627482,0.002836286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005387478,0.000004692432,0.00001547829,0.00001423022,2.5763e-7,0.000005555156,0.000001858846,0.000002218605,0.000006418953,0.00004668246,0.9955119,0.004385232],"study_design_scores_gemma":[0.000006370463,0.000004204615,0.0001393387,0.00006207844,7.927401e-7,0.00001222581,0.000009582314,0.000007111368,0.000009985576,0.00005394703,0.9996922,0.000002216763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004324328,0.01143998,0.0008306091,0.1312635,0.07283298,0.0006682376,0.01875887,0.003331196,0.7604423],"genre_scores_gemma":[0.001136418,0.005674119,0.0008542906,0.04125756,0.01448657,0.0003974977,0.009680348,0.0008314291,0.9256817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4285769,"threshold_uncertainty_score":0.8150656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482531050644601,"score_gpt":0.2402394127952363,"score_spread":0.2054141022887903,"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."}}