{"id":"W3119564236","doi":"10.36737/01230425.n40.2021.2462","title":"Los insectos en la escuela: una alternativa en la enseñanza de las ciencias para la construcción de una educación ambiental, reflexiva y contextual","year":2021,"lang":"es","type":"article","venue":"Educación y Ciudad","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Humanities; Philosophy","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002328045,0.0009939414,0.0008460538,0.0001825197,0.0006293233,0.0005892895,0.001202005,0.0008062157,0.01042398],"category_scores_gemma":[0.001769865,0.001087888,0.0004894568,0.0008804915,0.002921454,0.000695347,0.0009458199,0.001658741,0.0008886373],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004217303,"about_ca_system_score_gemma":0.002416012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817333,"about_ca_topic_score_gemma":0.0001133017,"domain_scores_codex":[0.9900976,0.004168185,0.001048151,0.001820585,0.001135897,0.00172954],"domain_scores_gemma":[0.9946424,0.002261195,0.0004040361,0.001403399,0.00006632336,0.001222623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003061692,0.00868991,0.7623579,0.0007624747,0.0004158847,0.001421973,0.04607866,0.0004285893,0.08537141,0.02928556,0.02913371,0.03574777],"study_design_scores_gemma":[0.001955467,0.0002192363,0.716171,0.0004499549,0.0001721805,0.001717201,0.03273356,0.0002058049,0.03984927,0.003448742,0.2015808,0.001496766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470571,0.0008401403,0.0002023095,0.006409115,0.0008309963,0.0007907647,0.0002261719,0.000140717,0.04350269],"genre_scores_gemma":[0.9837536,0.0006810961,0.001977945,0.002296894,0.0005399351,0.0001534654,0.0000876947,0.0001376221,0.01037181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724471,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224493013935892,"score_gpt":0.31437514570425,"score_spread":0.3021302155648911,"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."}}