{"id":"W4417063356","doi":"10.22320/reined.v7i2.7595","title":"Profesionalización docente, enfoque de género y recursos pedagógicos","year":2025,"lang":"","type":"article","venue":"Revista Reflexión e Investigación Educacional","topic":"Gender and Feminist Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Meaning (existential); Order (exchange); Scope (computer science); State (computer science); Work (physics)","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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.003275558,0.001313638,0.001561998,0.0007539517,0.003816792,0.0007601109,0.001902183,0.0009858122,0.002946182],"category_scores_gemma":[0.002595637,0.001348474,0.0009187044,0.003086612,0.003718275,0.0006039384,0.0008635152,0.001668897,0.0007727785],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808417,"about_ca_system_score_gemma":0.0110808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006476315,"about_ca_topic_score_gemma":0.0001199192,"domain_scores_codex":[0.9897301,0.001719101,0.002012517,0.002039021,0.001891073,0.002608148],"domain_scores_gemma":[0.9947916,0.0009904298,0.0007534999,0.001224756,0.0008623678,0.00137736],"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":[0.0002253304,0.001112742,0.01403434,0.00131639,0.0005848762,0.00005387333,0.03272666,0.00001551133,0.0002645401,0.7699628,0.1756232,0.004079689],"study_design_scores_gemma":[0.001038566,0.0001886931,0.007488742,0.002272369,0.0004840107,0.00003840099,0.01829259,0.00007837742,0.0002672986,0.05075474,0.9177796,0.001316647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1197893,0.06934128,0.0008466821,0.1793772,0.01324416,0.005058018,0.0006612134,0.0008274824,0.6108547],"genre_scores_gemma":[0.8883651,0.009297832,0.002736465,0.01376551,0.002850573,0.0004795458,0.0001487862,0.0001197084,0.08223645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7685758,"threshold_uncertainty_score":0.9999615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423376537711528,"score_gpt":0.3948232481343011,"score_spread":0.3605894827571859,"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."}}