{"id":"W4249705746","doi":"10.4000/laboreal.13426","title":"Competencia","year":2006,"lang":"es","type":"article","venue":"Laboreal","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002986067,0.00008740242,0.0001053129,0.00002203903,0.0002950324,0.0001367882,0.0001648619,0.00009036348,0.0005523323],"category_scores_gemma":[0.00003069905,0.00009001824,0.00004441345,0.0003466529,0.0001988846,0.00009078033,0.00001408636,0.0001263471,0.0002810104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000543205,"about_ca_system_score_gemma":0.0001795892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991115,"about_ca_topic_score_gemma":0.004012458,"domain_scores_codex":[0.9990435,0.0001207877,0.0001496237,0.0001596407,0.0002491885,0.0002772962],"domain_scores_gemma":[0.9996057,0.00005898535,0.00006504993,0.0001193821,0.00007232464,0.00007855251],"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":[0.000002548549,0.0001673827,0.1231358,0.000008172812,0.000008740813,0.000003560548,0.0110326,0.000001524114,0.0000605512,0.8378326,0.01262136,0.01512511],"study_design_scores_gemma":[0.0001722909,0.00001417031,0.3602865,0.00001641415,0.00001254662,3.751384e-7,0.005380243,0.00001353868,0.0000313463,0.002710263,0.6312459,0.0001164582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3994368,0.0001673846,0.00001333074,0.005634053,0.0007301153,0.0000619831,0.00001824993,0.00008199142,0.5938561],"genre_scores_gemma":[0.9908263,0.00005227279,0.0004156017,0.0003592759,0.001742114,0.000004033749,0.00003041303,0.000009835539,0.006560158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8351223,"threshold_uncertainty_score":0.9866154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974775244932241,"score_gpt":0.3250810935140142,"score_spread":0.3053333410646918,"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."}}