{"id":"W3168071799","doi":"10.52441/edu202005","title":"Investigación en pedagogía y educación: Reflexiones, retos y proposiciones","year":2020,"lang":"es","type":"book","venue":"CUA - Medellin eBooks","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02736623,0.001623905,0.001475913,0.008411645,0.006799747,0.03471278,0.003242879,0.005422222,0.006121835],"category_scores_gemma":[0.02934906,0.0006221193,0.001198454,0.008990296,0.03123144,0.02621855,0.009320645,0.008184906,0.002129667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232233,"about_ca_system_score_gemma":0.01463911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007815623,"about_ca_topic_score_gemma":0.01103169,"domain_scores_codex":[0.9731537,0.01897483,0.001168043,0.001782514,0.003699094,0.001221887],"domain_scores_gemma":[0.9465445,0.03717475,0.002267685,0.003700365,0.008835735,0.001476955],"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":[0.00009444403,0.0001273387,0.002976337,0.003267261,0.00008822095,0.001056007,0.1128431,0.0003126845,0.0005025248,0.7555848,0.02617838,0.0969688],"study_design_scores_gemma":[0.0000252123,0.0001108457,0.002860494,0.01674923,0.0001325412,0.001683739,0.2336139,0.0006904167,0.001391799,0.2388401,0.5038167,0.00008497313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03673073,0.4842594,0.02366951,0.2138412,0.01209623,0.0002367233,0.000204834,0.0001901879,0.2287712],"genre_scores_gemma":[0.589443,0.3179097,0.01361559,0.02601846,0.006533704,0.0006528824,0.0002323712,0.000303514,0.04529082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03471278,"threshold_uncertainty_score":0.1447282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022995656249125,"score_gpt":0.3804470328573845,"score_spread":0.2781474672324719,"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."}}