{"id":"W6886052286","doi":"10.14288/1.0421056","title":"The Entrepreneurs: Dairy farmer perspectives on finding an industry solution for the surplus calf issue – a participatory case study","year":2022,"lang":"en","type":"dataset","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Citizen journalism; Dairy industry; Variety (cybernetics); Production (economics); Participatory action research; Welfare; Economic surplus","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":[0.01490848,0.0002558112,0.0003890164,0.001959751,0.01472985,0.005216386,0.001911423,0.002406094,0.006113346],"category_scores_gemma":[0.01590638,0.0003381713,0.0002617462,0.004626862,0.004376609,0.003154813,0.004512373,0.0023071,0.0004591492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01834441,"about_ca_system_score_gemma":0.02873622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4658834,"about_ca_topic_score_gemma":0.6732666,"domain_scores_codex":[0.9930916,0.004284,0.000188845,0.0005116854,0.0008382866,0.001085621],"domain_scores_gemma":[0.9839245,0.01079395,0.000554027,0.0005800033,0.002174241,0.0019733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001273633,0.000182518,0.01372604,0.0003185214,0.00001021325,0.003443219,0.9294281,0.0003007959,0.0008624415,0.01208812,0.01908364,0.02042899],"study_design_scores_gemma":[0.00001883754,0.00002419536,0.003312295,0.0002429296,0.000005296683,0.0001289706,0.8906891,0.0002212862,0.0001665541,0.0008726967,0.104298,0.00001973314],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8977201,0.001141538,0.005280721,0.02938203,0.0002541712,0.002198576,0.004285468,0.0000726239,0.05966478],"genre_scores_gemma":[0.9517663,0.001891547,0.009897221,0.004175459,0.00006323015,0.002681219,0.00204583,0.0000720283,0.02740725],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4658834,"threshold_uncertainty_score":0.9263433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317119626530075,"score_gpt":0.402617003446606,"score_spread":0.2709050407935985,"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."}}