{"id":"W2118972297","doi":"10.18870/hlrc.v4i1.106","title":"Engaging Disenfranchised Urban Youth in Science Learning","year":2014,"lang":"en","type":"article","venue":"Higher Learning Research Communications","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Universidad de Costa Rica; Universitat de València","keywords":"Pedagogy; Poverty; Class (philosophy); Psychology; Perception; Sociology; Work (physics); Addiction; Political science","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006603065,0.0001085506,0.0001364411,0.001498188,0.002432991,0.0003857569,0.004530468,0.00006939146,0.00002205758],"category_scores_gemma":[0.002366494,0.0001148111,0.00002961297,0.006022603,0.001078781,0.0006384036,0.001956937,0.002583039,0.0001324293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278318,"about_ca_system_score_gemma":0.000363422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001686998,"about_ca_topic_score_gemma":0.0000201877,"domain_scores_codex":[0.9968227,0.001132715,0.0003052108,0.0004534181,0.000670823,0.0006151266],"domain_scores_gemma":[0.9956658,0.001298593,0.00009231199,0.002128654,0.0007092578,0.0001053134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001094431,0.0001178571,0.04343149,0.00000543935,0.000003167814,2.71652e-7,0.003146206,0.0003962213,0.001323332,0.9362119,0.0001483147,0.01521465],"study_design_scores_gemma":[0.001062448,0.0002968646,0.2625358,0.0002379197,0.000006829289,0.000005021391,0.005114436,0.2134528,0.0006839104,0.04540207,0.470462,0.0007399119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5349041,0.00178915,0.1027381,0.05808058,0.0006879433,0.0009291258,0.000001858571,0.001997948,0.2988712],"genre_scores_gemma":[0.9780249,0.00007067927,0.02041176,0.00006499608,0.00004294727,0.0000825305,0.00001269613,0.00001383531,0.001275663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8908099,"threshold_uncertainty_score":0.9997181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123973589524052,"score_gpt":0.3985244061660986,"score_spread":0.2861270472136934,"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."}}