{"id":"W2776171608","doi":"10.17227/bio-grafia.extra2017-7317","title":"EVALUACIÓN ALTERNATIVA Y HERRAMIENTAS DE EVALUACIÓN EN LA ENSEÑANZA DEL CONCEPTO “RESPIRACIÓN”","year":2017,"lang":"es","type":"article","venue":"Bio-grafía","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Humanities; Philosophy; Art","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"],"consensus_categories":[],"category_scores_codex":[0.001853671,0.0004922922,0.0004562971,0.000449206,0.001244322,0.001375696,0.003855145,0.0005174621,0.0003362957],"category_scores_gemma":[0.001177696,0.0004953603,0.0002110502,0.0005000695,0.0009620356,0.0007935308,0.001165818,0.0006566109,0.0005809381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785721,"about_ca_system_score_gemma":0.0009957583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005957464,"about_ca_topic_score_gemma":0.00002845894,"domain_scores_codex":[0.9961636,0.0004350692,0.0006971469,0.001063533,0.0007792349,0.0008614009],"domain_scores_gemma":[0.9951658,0.0004629579,0.0007521265,0.002686431,0.0007025126,0.0002301576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002270235,0.0005303385,0.06993935,0.00006720928,0.0002105402,0.00007185196,0.001062275,0.00003454026,0.004561579,0.7911473,0.01347818,0.1188741],"study_design_scores_gemma":[0.002581793,0.0005507848,0.5062801,0.0004819076,0.0001952736,0.000378075,0.0005727872,0.03473226,0.0152126,0.05194056,0.385404,0.001669948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937642,0.001634907,0.01791301,0.02476601,0.003137284,0.0007071682,0.0001040318,0.0003432788,0.01375227],"genre_scores_gemma":[0.9816558,0.0001873438,0.01388383,0.001048863,0.0007418429,0.0001256212,0.0000246831,0.00004747813,0.002284554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7392068,"threshold_uncertainty_score":0.9997498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293805675509683,"score_gpt":0.3918161499390737,"score_spread":0.3488780931839768,"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."}}