{"id":"W6959839413","doi":"10.13140/rg.2.2.17431.59042","title":"Synergy between Sustainable Cooperative Practices and B Corporation Certification (Version Seven): A Case Study of Selected Credit Unions in Ontario","year":2024,"lang":"en","type":"article","venue":"","topic":"Agricultural Practices and Plant Genetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Certification; Corporation; Payment; Work (physics); Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000240025,0.0000933292,0.0001190773,0.00002174219,0.0001558039,0.0001391565,0.00005348624,0.00006968759,0.0001398821],"category_scores_gemma":[0.00007681685,0.00003400333,0.00001195653,0.0006258177,0.00001580418,0.0005540879,0.00004167408,0.0001580708,0.000003155428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005710058,"about_ca_system_score_gemma":0.00003837997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3918049,"about_ca_topic_score_gemma":0.7205105,"domain_scores_codex":[0.9991423,0.0001646069,0.0002128105,0.0002334376,0.0001224406,0.0001243591],"domain_scores_gemma":[0.9990471,0.0005230621,0.000165439,0.00002819155,0.0001917878,0.00004440489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003824375,0.002058645,0.7279036,0.0001582846,0.0003237503,0.003083932,0.03089077,0.0008575064,0.1993904,0.002442666,0.007374308,0.02513366],"study_design_scores_gemma":[0.0003380546,0.002884053,0.7788078,0.00004713676,0.0001834359,0.0004699531,0.1845975,0.001840681,0.002017834,0.0001120927,0.02832713,0.0003743202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984387,0.00006536795,0.000003628802,0.0006046943,0.00003311341,0.0003960214,0.0000137465,0.00002878923,0.0004159384],"genre_scores_gemma":[0.9970325,0.00002598489,0.00002963042,0.000007269476,0.00004563692,0.000009553618,0.0002285737,5.190943e-7,0.002620379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287056,"threshold_uncertainty_score":0.6122451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04832452353145889,"score_gpt":0.2613724910354688,"score_spread":0.2130479675040099,"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."}}