{"id":"W3192366787","doi":"10.15446/innovar.v31n81.95576","title":"Innovación social y frugal: ¿de qué estamos hablando?","year":2021,"lang":"es","type":"article","venue":"Innovar","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","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":[0.005740103,0.0004955811,0.0005424279,0.002901067,0.004888081,0.01279441,0.001064566,0.003416391,0.005119283],"category_scores_gemma":[0.008539291,0.0001824165,0.0007821927,0.003307714,0.03531716,0.01203671,0.005577616,0.003139117,0.0008179129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006985716,"about_ca_system_score_gemma":0.006645867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006335342,"about_ca_topic_score_gemma":0.007118182,"domain_scores_codex":[0.9940938,0.002954023,0.0001539483,0.0006986939,0.001332879,0.0007667411],"domain_scores_gemma":[0.9946328,0.002430426,0.0009714419,0.000553612,0.0008572021,0.0005544712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000269839,0.00002703439,0.003255323,0.0002257469,0.00002161058,0.0001744356,0.02185665,0.0001906237,0.0002406733,0.9324683,0.004401288,0.03711146],"study_design_scores_gemma":[0.00001432685,0.00009311816,0.008468292,0.001278828,0.00005079524,0.0005087394,0.04683959,0.0005625701,0.0006943985,0.5017092,0.4397207,0.00005942151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1545097,0.05225568,0.03655629,0.1914837,0.002657388,0.0001093886,0.0002069445,0.0001553388,0.5620657],"genre_scores_gemma":[0.9511307,0.01953775,0.004070875,0.005745017,0.0007803366,0.00008019204,0.00005131244,0.00004843624,0.01855533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01279441,"threshold_uncertainty_score":0.05068511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634520075336863,"score_gpt":0.2482126823215453,"score_spread":0.2318674815681767,"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."}}