{"id":"W1854422449","doi":"10.22550/2174-0909.2422","title":"La elección de asignaturas de ciencias: análisis de los factores determinantes","year":2008,"lang":"es","type":"article","venue":"Revista Española de Pedagogía","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Science Education Research Association; University of Saskatchewan","keywords":"Scope (computer science); Curriculum; Equity (law); Sociology; Psychology; Humanism; Quality (philosophy); Pedagogy; School education; Political science; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005759799,0.0006996542,0.0008244452,0.004131033,0.0007620836,0.003236128,0.001069812,0.0009345693,0.009339451],"category_scores_gemma":[0.03167623,0.0002865567,0.001151401,0.005858911,0.001584672,0.001603041,0.001696664,0.001211919,0.000673947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774009,"about_ca_system_score_gemma":0.003745332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092328,"about_ca_topic_score_gemma":0.01045129,"domain_scores_codex":[0.9962628,0.001206885,0.0004459973,0.0004013671,0.001321609,0.0003613603],"domain_scores_gemma":[0.9661728,0.02029998,0.00739323,0.001452554,0.003483334,0.001198132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001266708,0.0001644944,0.9335766,0.000974631,0.000299238,0.0002116315,0.003662038,0.0003037727,0.0003986754,0.001667438,0.0006787956,0.05793601],"study_design_scores_gemma":[0.000009435183,0.0001192112,0.9876468,0.0003912571,0.0001410608,0.0003815352,0.004557932,0.0003221031,0.0002648972,0.001033257,0.005107424,0.00002509667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656072,0.01235663,0.003612857,0.001824766,0.0001302359,0.0002654441,0.001188861,0.00005298699,0.01496106],"genre_scores_gemma":[0.9908048,0.004079462,0.002160934,0.0001063488,0.00004626753,0.0001460082,0.0004105561,0.00001251771,0.002233119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092328,"threshold_uncertainty_score":0.03124356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05218781393356501,"score_gpt":0.354941913415521,"score_spread":0.302754099481956,"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."}}