{"id":"W4406063917","doi":"10.56294/sctconf20251363","title":"Analysis of the management of segment 1 of cooperatives in the Cayambe canton and its regulations in the case of Ecuador","year":2025,"lang":"en","type":"article","venue":"Salud Ciencia y Tecnología - Serie de Conferencias","topic":"Business, Education, Mathematics Research","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Market liquidity; Business; Quarter (Canadian coin); Profitability index; Finance; Portfolio; Order (exchange); Financial services; SWOT analysis; Financial system; Marketing; Geography","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":[0.001638125,0.000129803,0.0003375813,0.0007247719,0.0001080579,0.00004001852,0.0006589946,0.00006396231,0.00005473795],"category_scores_gemma":[0.0002524618,0.00007597672,0.00006958297,0.004738267,0.0002918708,0.0002051953,0.0001951173,0.0001324986,4.044567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004127213,"about_ca_system_score_gemma":0.0002460202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543664,"about_ca_topic_score_gemma":0.009967308,"domain_scores_codex":[0.9986181,0.0001195389,0.0005715206,0.000193575,0.0002985442,0.0001986727],"domain_scores_gemma":[0.9984006,0.0002013975,0.0003789803,0.0005227659,0.0004912583,0.000005036534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000934983,0.001701942,0.3127196,0.003792295,0.001053686,0.00005710252,0.02163622,0.001963434,0.008272381,0.6413632,0.0003917304,0.006954901],"study_design_scores_gemma":[0.0003803672,0.00001449744,0.9410677,0.0002351815,0.000508419,0.000003961884,0.03949752,0.01105994,0.00283155,0.004227673,0.00007387299,0.00009929479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937901,0.0001709092,0.0001095752,0.001090926,0.00003272907,0.0007029173,0.00001382419,0.00000495025,0.004084063],"genre_scores_gemma":[0.9995654,0.00005372211,0.0001075458,0.0001066368,0.000009203018,0.0000599489,0.000007957296,0.000005000445,0.00008459288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6371356,"threshold_uncertainty_score":0.5561991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03417943729666083,"score_gpt":0.3060363385218642,"score_spread":0.2718569012252034,"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."}}