{"id":"W39186524","doi":"10.1371/journal.pone.0307769","title":"El acceso a la profesión docente en España en perspectiva europea: Algunas reflexiones orientadas a la mejora de la selección del profesorado-Acces to teachin profession in Spain in an European perspective. some reflections to improve the selection of teachers","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Humanities; Psychology; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01051031,0.0001762184,0.0002775547,0.001479601,0.001770343,0.004513976,0.0007678542,0.001483221,0.003772599],"category_scores_gemma":[0.01035852,0.0001212387,0.0002123643,0.001807279,0.002596075,0.002812784,0.002482213,0.001396964,0.0002319026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003625149,"about_ca_system_score_gemma":0.007577701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05991742,"about_ca_topic_score_gemma":0.064137,"domain_scores_codex":[0.9974138,0.001193529,0.0001716533,0.0002097288,0.0003639927,0.0006473082],"domain_scores_gemma":[0.9936671,0.002647789,0.000739986,0.0002771216,0.001263313,0.001404716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008488913,0.0002709017,0.2271377,0.001383434,0.00007946025,0.004326403,0.3654655,0.0002503638,0.001873291,0.05884767,0.01400147,0.3255149],"study_design_scores_gemma":[0.00005757908,0.0002106806,0.2628924,0.004424199,0.00006697777,0.001467246,0.491707,0.0001200897,0.0008449992,0.004912992,0.2332332,0.00006265429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812404,0.02747681,0.001078775,0.04142433,0.0005374818,0.00001862262,0.0001214024,0.00002326767,0.04807893],"genre_scores_gemma":[0.9865622,0.006361795,0.0003902237,0.002882125,0.00007228877,0.000008824322,0.00004828595,0.00001237024,0.003661864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05991742,"threshold_uncertainty_score":0.1191373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912562327293948,"score_gpt":0.4198019442536178,"score_spread":0.3806763209806783,"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."}}