{"id":"W4300513117","doi":"","title":"TRANSFORMANDO LAS PRÁCTICAS DE EVALUACIÓN EN EL AULA. DESCRIPCIÓN DE UNA EXPERIENCIA EN LA ENSEÑANZA DEL CONCEPTO DE BIODIVERSIDAD.","year":2014,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Science, Technology, and Education in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009349997,0.0005195863,0.000935381,0.0009283491,0.001502014,0.001987175,0.005495729,0.0006147379,0.007892825],"category_scores_gemma":[0.003635173,0.000512996,0.0003517598,0.002245465,0.002810806,0.002626926,0.0005607743,0.0008958657,0.00007369739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009619181,"about_ca_system_score_gemma":0.002118211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007873853,"about_ca_topic_score_gemma":0.000101964,"domain_scores_codex":[0.9927377,0.002698962,0.001046932,0.0007658942,0.00132415,0.001426412],"domain_scores_gemma":[0.994819,0.002230588,0.0009545587,0.0006337242,0.0004880696,0.000874065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002810774,0.0007584562,0.7200676,0.0001362631,0.0002816145,0.00002923475,0.09600859,0.0002895548,0.04338696,0.007905115,0.04448843,0.08636714],"study_design_scores_gemma":[0.001907834,0.000127206,0.6292773,0.0008589161,0.0004475797,0.000104738,0.04839692,0.001322027,0.0331171,0.02759507,0.2553125,0.001532787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949078,0.003512767,0.003301267,0.002102335,0.001100861,0.0006834342,0.00004276637,0.0001471612,0.04003147],"genre_scores_gemma":[0.980504,0.01463142,0.002720496,0.00102151,0.0005483858,0.0001104003,0.000004558845,0.00004673833,0.0004124454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2108241,"threshold_uncertainty_score":0.999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151428386243663,"score_gpt":0.5905128458696577,"score_spread":0.4390844596259947,"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."}}