{"id":"W4288600693","doi":"","title":"Post-secondary students’ enactment of identity in a programming and mathematics learning environment","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Mathematics education; Identity (music); Computer science; Mathematics; Art; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003109721,0.0001908123,0.0004086397,0.0006195052,0.002744016,0.007992277,0.0008553691,0.001331978,0.01054416],"category_scores_gemma":[0.0104774,0.0002787,0.0002641495,0.0005562811,0.00152511,0.002164358,0.005027819,0.002987128,0.002640368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378065,"about_ca_system_score_gemma":0.002461598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005388545,"about_ca_topic_score_gemma":0.007846399,"domain_scores_codex":[0.99764,0.0006220769,0.0001118572,0.0002815165,0.0007411974,0.0006032948],"domain_scores_gemma":[0.9870148,0.00160397,0.002321366,0.0007612444,0.002725002,0.005573587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001725461,0.005556585,0.4051344,0.0001919801,0.00006639415,0.0008000109,0.4591898,0.000487319,0.01409442,0.01769811,0.004441245,0.09061431],"study_design_scores_gemma":[0.00007017379,0.001548321,0.6053607,0.0001216256,0.00005113447,0.0003957727,0.3337006,0.001495362,0.00767003,0.005062931,0.04441731,0.0001059699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928781,0.00003479922,0.0001644475,0.0002612195,0.00002188522,0.000009712982,0.00001992,0.000008115462,0.006601667],"genre_scores_gemma":[0.9891738,0.00003300481,0.0001470458,0.00005688152,0.000003576205,0.00001130337,0.00003584292,0.000006216572,0.01053236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054416,"threshold_uncertainty_score":0.03527367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115251981889434,"score_gpt":0.2459323441706819,"score_spread":0.2347798243517876,"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."}}