{"id":"W34737676","doi":"10.14745/ccdr.v47i10a06","title":"Transformative Connections: Community-Based K-12 Computing Program Strives to Strengthen Academic and Career Aspirations of Its Participants.","year":2005,"lang":"en","type":"article","venue":"Black issues in higher education","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Higher education; Community college; Psychology; Pedagogy; Career development; Sociology; Public relations; Medical education; Political science","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":[0.0005440703,0.0001200904,0.0001567002,0.0002159268,0.0001990118,0.00008485657,0.000333638,0.00007741016,0.000007049158],"category_scores_gemma":[0.00008832393,0.000123482,0.00002546112,0.0003921858,0.00006405575,0.0003919656,0.00005108199,0.0004951793,0.000007680576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005113854,"about_ca_system_score_gemma":0.000102332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521152,"about_ca_topic_score_gemma":0.00006188396,"domain_scores_codex":[0.9986558,0.0004300028,0.0003457532,0.0001802118,0.0001523406,0.0002358815],"domain_scores_gemma":[0.9992195,0.0002503841,0.0001158048,0.0002509039,0.00007589444,0.00008744821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001011423,0.0009237622,0.01327874,0.0001548633,0.00002171218,1.39002e-7,0.1946284,0.02798465,0.0002177387,0.01973151,0.0001766963,0.7428717],"study_design_scores_gemma":[0.001945041,0.001638454,0.3305001,0.001768839,0.00008891702,0.000004198541,0.01643524,0.1185765,0.007068113,0.000635998,0.520128,0.001210593],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803622,0.0005635426,0.008473361,0.009170081,0.0002284228,0.0006232702,0.000002353313,0.0002293479,0.0003473769],"genre_scores_gemma":[0.9441819,0.000009933221,0.05528616,0.0002217959,0.00009004397,0.00006840941,0.00001324888,0.00000838446,0.0001201184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7416611,"threshold_uncertainty_score":0.503545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581489150899389,"score_gpt":0.3870495411743504,"score_spread":0.2289006260844114,"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."}}