{"id":"W4309570098","doi":"10.1590/scielopreprints.5050","title":"EL ROL DE LA EXPERIENCIA EN EL APRENDIZAJE DE LA PROFESIÓN DOCENTE: UNA REVISIÓN DE LA LITERATURA","year":2022,"lang":"es","type":"preprint","venue":"","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009914952,0.0005332505,0.0005362796,0.0002368961,0.001062321,0.00161708,0.00146054,0.0009888198,0.004430529],"category_scores_gemma":[0.001870313,0.000541874,0.0003621101,0.0006636166,0.0007743158,0.0002792259,0.000651909,0.002734784,0.00004193734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127335,"about_ca_system_score_gemma":0.003705309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003566391,"about_ca_topic_score_gemma":0.00003539001,"domain_scores_codex":[0.9865716,0.01005904,0.0006417985,0.0009399762,0.0007684023,0.001019149],"domain_scores_gemma":[0.995561,0.002780674,0.0003865231,0.0006469929,0.0001123757,0.0005124489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003084999,0.0006345823,0.06919078,0.0003281779,0.0001228239,0.00004792358,0.7165039,0.00003552343,0.0003781386,0.1946641,0.00445806,0.0136051],"study_design_scores_gemma":[0.0007637102,0.00005654439,0.06429151,0.0009199788,0.0001236611,0.00005728046,0.302297,0.0002290171,0.0002958885,0.01378725,0.6160619,0.001116188],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4547577,0.001446094,0.0005673762,0.002549253,0.0008298847,0.0007311098,0.00003283481,0.0004145387,0.5386712],"genre_scores_gemma":[0.9712536,0.0029952,0.005143467,0.001365636,0.001227691,0.0005976927,0.00008111549,0.00007660286,0.01725895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6116039,"threshold_uncertainty_score":0.9997033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187838122204,"score_gpt":0.4341358700415576,"score_spread":0.4122574888195176,"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."}}