{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007498786,0.0002309758,0.0002714007,0.0004360198,0.0006272228,0.0002118848,0.000636942,0.0001842594,0.00004136148],"category_scores_gemma":[0.003680235,0.0001929411,0.00005576794,0.001304606,0.000221561,0.0009518652,0.0001680612,0.001608792,0.00002024694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668197,"about_ca_system_score_gemma":0.0008262871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01822616,"about_ca_topic_score_gemma":0.03357705,"domain_scores_codex":[0.988941,0.009144191,0.000388159,0.000497196,0.0005418567,0.0004875814],"domain_scores_gemma":[0.9976575,0.00131473,0.0002366999,0.0002940302,0.0002867602,0.0002103234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003020915,0.003847272,0.08980123,0.00004165662,0.00007121712,0.000005250773,0.5858849,0.00003234661,0.2178888,0.1013008,0.0001965377,0.000627894],"study_design_scores_gemma":[0.000952721,0.0006945865,0.5151908,0.0004224936,0.000124145,0.00001081374,0.4594655,0.00013724,0.007307128,0.005250503,0.00978019,0.0006638939],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494888,0.00003601863,0.00001273886,0.02789992,0.0001307145,0.001383457,0.000008835225,0.00009598469,0.0209436],"genre_scores_gemma":[0.9935434,0.00008029099,0.00282366,0.0003589772,0.0006924432,0.0002224687,0.000004468454,0.00005510618,0.002219192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4253895,"threshold_uncertainty_score":0.9883115,"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."}}