{"id":"W2338698074","doi":"","title":"What’s Wrong With Our Schools and How We Can Fix Them, by Michael C. Zwaagstra, Rodney A. Clifton, & John C. Long","year":2012,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Yukon University","funders":"","keywords":"Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01449828,0.001446444,0.0009631219,0.001882862,0.01361505,0.01409081,0.002344548,0.01185543,0.01562197],"category_scores_gemma":[0.05363525,0.0008165315,0.0009956312,0.001582331,0.01554849,0.01960168,0.005881953,0.02537387,0.007401906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007584696,"about_ca_system_score_gemma":0.01944509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05406001,"about_ca_topic_score_gemma":0.158673,"domain_scores_codex":[0.9925095,0.003372984,0.0003656707,0.0007100382,0.002062863,0.0009788823],"domain_scores_gemma":[0.9813383,0.00624271,0.0009436001,0.0007087648,0.005689552,0.005077151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000135945,0.00001995103,0.0005304415,0.0001376903,0.00001540036,0.00005599644,0.002069786,0.00003481473,0.00004087218,0.008615201,0.9653696,0.02309673],"study_design_scores_gemma":[0.00001410491,0.00002377986,0.001818056,0.001677963,0.00002450332,0.0001521361,0.01254135,0.00005608356,0.0001043781,0.02068343,0.9628561,0.00004817809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0002339686,0.04031759,0.000170903,0.9380392,0.01760879,0.000004204913,0.00002419987,0.00003144378,0.003569683],"genre_scores_gemma":[0.02208033,0.1466856,0.002815719,0.7346417,0.03068509,0.00007515225,0.0001219163,0.000307496,0.06258712],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05406001,"threshold_uncertainty_score":0.1074907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401909841453362,"score_gpt":0.4504992736203803,"score_spread":0.3103082894750441,"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."}}