{"id":"W6991656958","doi":"","title":"Improving Reading Skills: A School Improvement Project","year":2022,"lang":"en","type":"article","venue":"NWCommons (Northwestern College - Iowa)","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Reading (process); Conversation; Quarter (Canadian coin); Plan (archaeology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009808081,0.0005134374,0.0005521168,0.0006634591,0.001154233,0.0001630599,0.0008945079,0.0001304506,0.002514099],"category_scores_gemma":[0.00004989057,0.0005328381,0.0002471197,0.001027304,0.00006833897,0.0002386448,0.000802412,0.0009464235,0.0003749471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008313669,"about_ca_system_score_gemma":0.0004613679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480293,"about_ca_topic_score_gemma":0.0004188837,"domain_scores_codex":[0.995717,0.0003987537,0.0009428744,0.001092011,0.0007452563,0.001104117],"domain_scores_gemma":[0.9977238,0.0002263356,0.0004218846,0.001240752,0.00009301988,0.0002941608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001083647,0.005231437,0.5735211,0.0002836518,0.001552756,0.003157079,0.05325371,0.0001228114,0.004413166,0.009361689,0.1316109,0.2164081],"study_design_scores_gemma":[0.006323319,0.002102594,0.06454507,0.0001359775,0.0002027021,0.0009752276,0.02692577,0.0004347517,0.0006831321,0.0002234571,0.8951792,0.002268797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557068,0.0002844406,0.0002731779,0.0003559027,0.003231065,0.00180304,0.0005311421,0.0004972183,0.03731716],"genre_scores_gemma":[0.9397365,0.000005572816,0.001109614,0.001110644,0.0003149577,0.00241897,0.0001664838,0.0001266543,0.05501059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7635683,"threshold_uncertainty_score":0.9997123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544063894994993,"score_gpt":0.2873180489896621,"score_spread":0.2718774100397122,"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."}}