{"id":"W127542765","doi":"","title":"Youth Understandings, Perceptions, Beliefs and Attitudes Towards Educational Reform","year":2011,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Perception; Political science; Psychology; Social psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003427719,0.0001385041,0.0002199746,0.001121299,0.00233945,0.003978996,0.000244058,0.0006333701,0.002452888],"category_scores_gemma":[0.004094666,0.0001653375,0.0002337299,0.0007063416,0.003165818,0.001536533,0.001451575,0.001371398,0.0001596177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002986525,"about_ca_system_score_gemma":0.002473309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06994074,"about_ca_topic_score_gemma":0.123818,"domain_scores_codex":[0.9986274,0.0004026837,0.0000575073,0.00007739654,0.0003830945,0.0004519623],"domain_scores_gemma":[0.9977791,0.0007728974,0.0005781233,0.00007581434,0.0003427447,0.0004513874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004302997,0.0001458272,0.424568,0.00004666594,0.00001727057,0.0002131369,0.5446008,0.000116306,0.0005176177,0.01142867,0.0008956827,0.01740694],"study_design_scores_gemma":[0.000005649988,0.00009718093,0.3377907,0.0001560164,0.000027346,0.0001496357,0.6476932,0.0002629572,0.0003832464,0.001651917,0.01176092,0.00002127611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926879,0.0001008326,0.000107948,0.0005553584,0.000004411262,0.000006544733,0.00002585144,0.000002135377,0.006509088],"genre_scores_gemma":[0.9990792,0.0001220428,0.0000396091,0.00005938119,0.000001917738,0.000003247204,0.0000155038,0.000001001318,0.0006780031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06994074,"threshold_uncertainty_score":0.1390673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06636868566750981,"score_gpt":0.2755384940031624,"score_spread":0.2091698083356526,"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."}}