{"id":"W3157186893","doi":"10.31730/osf.io/7wrbd","title":"SNI Model for Sustainable Black Women Owned Cooperatives","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Thematic analysis; Context (archaeology); Grey literature; Systematic review; Population; Business; Knowledge management; Sustainable development; Empirical research; Public relations; Political science; Qualitative research; Marketing; Sociology; Geography; Social science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002117456,0.0004043912,0.0006125962,0.0001116864,0.0003736939,0.001029646,0.0003782983,0.0001356166,0.0005180938],"category_scores_gemma":[0.0001992602,0.0003478949,0.0001618357,0.0001302798,0.00008496874,0.000613141,0.002454504,0.0002439599,0.0001972925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741259,"about_ca_system_score_gemma":0.0001003872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001733657,"about_ca_topic_score_gemma":0.00009410863,"domain_scores_codex":[0.998249,0.000003978587,0.0003730702,0.0006862673,0.00008193092,0.0006057569],"domain_scores_gemma":[0.9988432,0.00003254489,0.0001974391,0.0002917847,0.0006114088,0.00002365483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002704354,0.0001114218,0.0002244097,0.002835723,0.0004544893,0.000007305297,0.002899236,0.1673078,0.0000199651,0.4744149,0.3507516,0.0007026318],"study_design_scores_gemma":[0.0005302431,0.00001318749,0.00004326916,0.00001615263,0.00003858603,3.526437e-8,0.008605146,0.8182201,0.000004903221,0.03184499,0.1402081,0.0004753754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2708441,0.0003088218,0.1563144,0.02725333,0.0009690382,0.007191456,0.0001038662,0.0009244111,0.5360906],"genre_scores_gemma":[0.9090104,0.0001100479,0.001301409,0.009208371,0.002446981,0.0009140036,0.0002146905,0.0001002362,0.07669384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6509122,"threshold_uncertainty_score":0.9998973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442915510643445,"score_gpt":0.2469701000057005,"score_spread":0.2026785489413561,"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."}}