{"id":"W7100196553","doi":"","title":"ATTITUDES OF SIXTH FORM FEMALE STUDENTS TOWARDS THE IT FIELD","year":2008,"lang":"en","type":"article","venue":"","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Phenomenon; Qualitative research; Work (physics); Information technology; Computer software; Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.000216082,0.0000314126,0.00005051174,0.00002113679,0.0002855491,0.000007618319,0.0003369467,0.00005934064,0.000404355],"category_scores_gemma":[0.00009498382,0.00002056815,0.0000277927,0.0001154049,0.0001605793,0.00005029915,0.00003810084,0.00005539669,0.00002107886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001646232,"about_ca_system_score_gemma":0.00008836498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002418969,"about_ca_topic_score_gemma":0.002204278,"domain_scores_codex":[0.9995128,0.00001968788,0.00007845264,0.0000646137,0.0002185192,0.0001059204],"domain_scores_gemma":[0.9997343,0.00005418386,0.00002562757,0.0001237983,0.00004478722,0.00001725054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002436498,0.0002088356,0.9038376,0.00000435999,0.00002604776,6.873531e-7,0.0521139,4.055011e-7,0.00002670993,0.02274156,0.01541863,0.005618827],"study_design_scores_gemma":[0.0001437782,0.000080445,0.9158135,0.000005485818,0.00001251476,0.000002218887,0.05374203,9.044595e-7,0.004814191,0.00535413,0.01994197,0.0000888013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8378726,0.00002871092,0.00009397026,0.008658626,0.0001839786,0.0000928886,2.547486e-7,0.00003279816,0.1530362],"genre_scores_gemma":[0.9920914,0.0001235056,0.0001668378,0.0004388707,0.00004616567,0.000008563555,3.194733e-7,0.00000152007,0.007122875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542188,"threshold_uncertainty_score":0.4427404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09801686221425208,"score_gpt":0.4044755758018133,"score_spread":0.3064587135875612,"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."}}