{"id":"W4410901971","doi":"10.3390/admsci15060214","title":"The Emergence of a Cooperative Amidst Economic Disruption: A Historical Narrative of Amul Coop in India","year":2025,"lang":"en","type":"article","venue":"Administrative Sciences","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Thompson Rivers University","funders":"","keywords":"Narrative; History; Aesthetics; Political science; Political economy; Sociology; Development economics; Economics; Literature; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218122,0.000498262,0.000458328,0.001870826,0.01891885,0.007784285,0.00150806,0.001983644,0.002282025],"category_scores_gemma":[0.002526906,0.0005559095,0.0002792674,0.002822351,0.01831613,0.005138027,0.00889801,0.004082725,0.0003500299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009721459,"about_ca_system_score_gemma":0.003786022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02401242,"about_ca_topic_score_gemma":0.04337978,"domain_scores_codex":[0.9983735,0.0006623095,0.00003044332,0.0001441445,0.0001975607,0.0005920237],"domain_scores_gemma":[0.9979412,0.001156657,0.0002490738,0.0001698863,0.000124999,0.0003581546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003645073,0.00002999374,0.003132517,0.00007974239,0.000003974834,0.004038914,0.9459636,0.0001209686,0.0008023633,0.04088281,0.001071042,0.003837718],"study_design_scores_gemma":[0.000002445902,0.00004719896,0.006682354,0.0001415884,0.00001057466,0.001696428,0.9220458,0.0002191159,0.0005061593,0.00312403,0.06549424,0.00003002238],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306908,0.00108739,0.001085428,0.003544483,0.00008335475,0.00004566923,0.00005955727,0.0000415925,0.06336187],"genre_scores_gemma":[0.9963381,0.0003949123,0.0001532265,0.0001569778,0.00001763343,0.00001907636,0.00001916414,0.00001768923,0.002883368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401242,"threshold_uncertainty_score":0.07053447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588242661019422,"score_gpt":0.3061482049398145,"score_spread":0.2702657783296203,"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."}}