{"id":"W7132876046","doi":"","title":"Declining participation of female students in computer studies programs at an Ontario college: What stands in their way","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer literacy; Work (physics); Persona; Affect (linguistics); Life course approach","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435473,0.0002288346,0.0003342534,0.001076003,0.004662548,0.0028967,0.0009014957,0.0007418416,0.00517482],"category_scores_gemma":[0.005367696,0.0002692146,0.0002957044,0.001203873,0.001948561,0.001306634,0.002117981,0.001044421,0.0006046927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006462565,"about_ca_system_score_gemma":0.01020096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.415716,"about_ca_topic_score_gemma":0.699064,"domain_scores_codex":[0.9979842,0.0002325963,0.00005979341,0.0001330355,0.0007475328,0.0008428078],"domain_scores_gemma":[0.9929345,0.0005971568,0.001747319,0.0001349811,0.001233042,0.003352939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001496495,0.00009995807,0.8294691,0.00008136902,0.00001260648,0.0005844038,0.130742,0.00002346798,0.001290525,0.00036188,0.003518955,0.03366598],"study_design_scores_gemma":[0.000004472948,0.00009952924,0.7152638,0.00008532726,0.00000808723,0.00017671,0.2750067,0.00005116593,0.0002546743,0.00005450819,0.00897072,0.00002420688],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932634,0.0001831166,0.00004356083,0.003010507,0.0000240519,0.00001500447,0.0001275496,0.00000539071,0.003327451],"genre_scores_gemma":[0.9945693,0.0003931294,0.00006861797,0.0005232678,0.00001599937,0.00001954974,0.0001081474,0.000006530133,0.004295467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.584284,"threshold_uncertainty_score":0.8265925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105698686856726,"score_gpt":0.4436600591955113,"score_spread":0.3379613723387853,"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."}}