{"id":"W3158645273","doi":"10.35429/jcp.2020.11.4.1.8","title":"Liderazgo complejo como elemento para mejorar el índice de aprobación","year":2020,"lang":"en","type":"article","venue":"Revista de Pedagogía Critica","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teamwork; Subject (documents); Exploit; Work (physics); Quarter (Canadian coin); Knowledge management; Humanities; Computer science; Management; Library science; Engineering; Geography; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001161902,0.0001583159,0.0002541102,0.0000415047,0.0005972721,0.0003963553,0.0004145888,0.00009073837,0.001398363],"category_scores_gemma":[0.001330021,0.0001823865,0.0001079068,0.00030141,0.00025459,0.0001794273,0.00005011281,0.0003007413,0.0002910487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186508,"about_ca_system_score_gemma":0.0007501583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007227931,"about_ca_topic_score_gemma":0.0001734661,"domain_scores_codex":[0.9977438,0.0005367587,0.0003338466,0.0003274001,0.0003764434,0.0006816947],"domain_scores_gemma":[0.998706,0.0003262152,0.00006948882,0.0002087459,0.0001277194,0.0005617649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001680203,0.000244184,0.01039396,0.0002230599,0.00004666987,0.00003458334,0.128041,0.000001259979,0.001196578,0.8332655,0.02193249,0.004603903],"study_design_scores_gemma":[0.0003461972,0.00006267263,0.0008375095,0.00007121052,0.00006254156,0.000004821198,0.04385519,0.0001656006,0.0001156135,0.002419139,0.9517788,0.0002807564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2554218,0.005314086,0.02222631,0.378435,0.0004031403,0.001442695,0.00009909712,0.001268749,0.3353891],"genre_scores_gemma":[0.9814549,0.0001432745,0.004347248,0.01278794,0.000784917,0.00003557833,0.00002026506,0.00002668419,0.0003991844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9298463,"threshold_uncertainty_score":0.9995145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820005675352938,"score_gpt":0.452131835341808,"score_spread":0.2701312678065142,"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."}}