{"id":"W2058947286","doi":"10.1177/001698620504900406","title":"Creative Problem Solving With Marginalized Populations: Reclaiming Lost Prizes Through In-the-Trenches Interventions","year":2005,"lang":"en","type":"article","venue":"Gifted Child Quarterly","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Recidivism; Alienation; Psychological intervention; Psychology; Productivity; At-risk students; Criminology; Pedagogy; Economic growth; Political science; Psychiatry; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006919902,0.0001674697,0.0002164597,0.0001056936,0.001198384,0.0001993026,0.0003016241,0.0001009843,0.0004922702],"category_scores_gemma":[0.00004634782,0.0001314486,0.0001193539,0.0006267698,0.0002317619,0.0007470733,0.00001060911,0.0002456458,0.00006773182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470311,"about_ca_system_score_gemma":0.0001366585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422476,"about_ca_topic_score_gemma":0.02463792,"domain_scores_codex":[0.9981436,0.000325688,0.0004056234,0.0002655491,0.0004294538,0.0004300962],"domain_scores_gemma":[0.9994375,0.00008244945,0.0001846644,0.0001509696,0.00008730342,0.00005711782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005177167,0.0003209805,0.05390935,0.00003469377,0.00007548248,0.00001547581,0.8567098,0.000005934994,0.000003072547,0.04653129,0.001707677,0.04063446],"study_design_scores_gemma":[0.003278092,0.0009196916,0.4995931,0.002229186,0.0002442404,0.00001837224,0.3679723,0.00003527212,0.00002958968,0.0370878,0.08721681,0.001375606],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6028123,0.0005359808,0.001416972,0.02386905,0.0001730499,0.001497287,0.00001350658,0.0001851834,0.3694966],"genre_scores_gemma":[0.9856973,0.00003506363,0.01073898,0.0003301355,0.0002555916,0.00006724622,0.00004708728,0.00001450804,0.002814131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4887376,"threshold_uncertainty_score":0.9931599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566698384113659,"score_gpt":0.3276710819982612,"score_spread":0.2710012435868953,"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."}}