{"id":"W7043991380","doi":"","title":"Women catch up: Gender differences in learning programming concepts","year":2006,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Categorization; Perception; Point (geometry); Computer programming; Correlation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007150007,0.0001966215,0.000327534,0.0002731114,0.0005107154,0.0002000254,0.0008875766,0.0001238777,0.00003464032],"category_scores_gemma":[0.0000589889,0.0002362163,0.000108192,0.0006093026,0.0002268186,0.000621866,0.0002921217,0.0005418971,0.00003220291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195209,"about_ca_system_score_gemma":0.00008494063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230549,"about_ca_topic_score_gemma":0.0004308946,"domain_scores_codex":[0.9979944,0.0002867732,0.0001980414,0.0005055941,0.0003840872,0.0006311626],"domain_scores_gemma":[0.9991158,0.0001498463,0.0002269126,0.0003191,0.00007633012,0.0001119714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002670243,0.0002045398,0.5005955,0.00008892769,0.00005779807,0.00005291741,0.07689198,0.001141315,0.0000183255,0.4029637,0.00009921112,0.01785902],"study_design_scores_gemma":[0.00150196,0.0002438105,0.1121699,0.00006277479,0.00001888797,0.00001658097,0.03705079,0.003431628,0.00000132378,0.8315055,0.01333334,0.0006634194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.817919,0.0001422743,0.1806836,0.000100928,0.000167809,0.0001152248,5.791881e-7,0.000272133,0.0005985241],"genre_scores_gemma":[0.9793717,0.000004728309,0.01787364,0.0000117684,0.00004636361,0.000001298824,0.000006662084,0.00001154865,0.002672344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4285418,"threshold_uncertainty_score":0.963262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369012702603637,"score_gpt":0.2374919789390389,"score_spread":0.2138018519130025,"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."}}