{"id":"W3108116265","doi":"10.4151/07189729-vol.59-iss.3-art.1053","title":"CREENCIAS DE PROFESORAS DE EDUCACIÓN BÁSICA ACERCA DE LA EDUCACIÓN EN CIENCIAS Y GÉNERO: UN ESTUDIO DE CASO AL ENSEÑAR CIENCIAS NATURALES EN LA ESCUELA","year":2020,"lang":"es","type":"article","venue":"Perspectiva educacional","topic":"Social Skills and Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004623326,0.000903439,0.0008584424,0.00030508,0.002488591,0.0007486833,0.001617905,0.001199912,0.001252664],"category_scores_gemma":[0.01032758,0.0009674548,0.0006869436,0.00215448,0.001892431,0.000693612,0.0003824524,0.002402514,0.000234389],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006082832,"about_ca_system_score_gemma":0.0209643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007715832,"about_ca_topic_score_gemma":0.0003420942,"domain_scores_codex":[0.989318,0.004303045,0.0007052856,0.001523594,0.001612885,0.002537189],"domain_scores_gemma":[0.9931879,0.003486017,0.0004329626,0.0004754333,0.0005661852,0.001851486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002038822,0.002867218,0.1030174,0.0001324029,0.0003917922,0.0001112775,0.7490683,0.0001110424,0.008199682,0.07450005,0.05415695,0.007239939],"study_design_scores_gemma":[0.001026356,0.0003351701,0.4900656,0.0003424386,0.0004114664,0.0003609122,0.4077614,0.0001942317,0.002551018,0.009582534,0.08567147,0.0016974],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588469,0.002635443,0.0001188698,0.1248659,0.001675711,0.0007369941,0.00006475793,0.0002660341,0.01078936],"genre_scores_gemma":[0.9766276,0.002263799,0.004639505,0.004598558,0.01052277,0.0002072007,0.00002465198,0.0001384143,0.0009774824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3870482,"threshold_uncertainty_score":0.999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150631986838091,"score_gpt":0.3364660521406092,"score_spread":0.3214028534568,"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."}}