{"id":"W7017330124","doi":"","title":"An Analysis of Rx for Discovery Reading for Elementary Students Below Average in Reading","year":2007,"lang":"en","type":"article","venue":"Scholars Crossing (Liberty University)","topic":"Reading and Literacy Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluency; Reading (process); Vocabulary; Test (biology); Intervention (counseling); Reading comprehension; Phonological awareness","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"],"consensus_categories":[],"category_scores_codex":[0.001806419,0.0002225046,0.0004697079,0.001897029,0.0005537974,0.0003863404,0.0005462181,0.000158975,0.00003875866],"category_scores_gemma":[0.00005817358,0.0002486403,0.0002622785,0.001533425,0.000117948,0.001307579,0.00007812843,0.0002444485,0.000002012163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004838026,"about_ca_system_score_gemma":0.0000894934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004118673,"about_ca_topic_score_gemma":0.0003602048,"domain_scores_codex":[0.9979004,0.0001028094,0.0004983924,0.0006182295,0.0002622037,0.0006179403],"domain_scores_gemma":[0.9986485,0.0003827815,0.0002749831,0.0004291657,0.0001239385,0.0001406686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001720159,0.0006899046,0.9386808,0.00006889214,0.001654951,0.0001162909,0.01877566,0.0004352242,0.00914813,0.004859117,0.0001639559,0.02368691],"study_design_scores_gemma":[0.005249393,0.0002949101,0.9473975,0.0002477455,0.0009396212,0.000004249256,0.007596215,0.0004496078,0.003742704,0.0002856519,0.03311319,0.0006792031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586822,0.00002720586,0.03875512,0.00002715006,0.0003567008,0.0004438492,0.0001002411,0.00004472758,0.001562836],"genre_scores_gemma":[0.9794552,0.00000415137,0.009503701,0.0001266675,0.00004295527,0.000003662754,0.0002429906,0.00003159015,0.01058909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03294923,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852945259969373,"score_gpt":0.3315779397638769,"score_spread":0.3130484871641832,"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."}}