{"id":"W4220813221","doi":"10.1007/s42330-022-00193-7","title":"Gender Differences in Self-efficacy for Programming Narrowed After a 2-h Science Museum Workshop","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi; Espace pour la vie; Université du Québec à Montréal","funders":"","keywords":"Self-efficacy; Perception; Psychology; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001796266,0.0002609529,0.0004580227,0.0006215933,0.0009580851,0.001703441,0.0005344951,0.0007441328,0.01161223],"category_scores_gemma":[0.007829042,0.0003513786,0.0004801817,0.0002475218,0.0005938618,0.0007600478,0.0009614066,0.001453895,0.001385491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007285349,"about_ca_system_score_gemma":0.0008009715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009609116,"about_ca_topic_score_gemma":0.01763773,"domain_scores_codex":[0.9992995,0.0001113176,0.0000382868,0.0001141423,0.0001377778,0.0002989862],"domain_scores_gemma":[0.9916687,0.002265826,0.001522859,0.0004584788,0.000965319,0.003118752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007086239,0.01154028,0.9087015,0.00008508548,0.0001539856,0.0005771156,0.02796589,0.0003120849,0.01384093,0.0009988168,0.002818668,0.02591948],"study_design_scores_gemma":[0.00003581052,0.0005194221,0.9931633,0.00001489467,0.00001711687,0.0000295573,0.005001123,0.0001110878,0.000458707,0.00008426872,0.0005490844,0.00001564107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998096,0.00002310302,0.00001986451,0.00006621883,0.00001450363,0.000008786255,0.00004822487,0.000004170755,0.001719042],"genre_scores_gemma":[0.9955948,0.00002000695,0.00004307729,0.00004034179,0.000008094432,0.00001914415,0.00007403656,0.000005502289,0.004195039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01161223,"threshold_uncertainty_score":0.03884679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112076748076427,"score_gpt":0.2701601978543299,"score_spread":0.2490394303735657,"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."}}