{"id":"W1796167863","doi":"10.5539/elt.v8n10p42","title":"A Thought on Reviewing Ways in Primary School","year":2015,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Focus (optics); Strengths and weaknesses; Natural (archaeology); Primary education; English language; Pedagogy; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002380065,0.0001003234,0.0001377624,0.0001686796,0.00006417443,0.0001524502,0.0006720162,0.000038429,0.00002505855],"category_scores_gemma":[0.005454559,0.00008778585,0.0000375368,0.0002156735,0.00001122403,0.0005656362,0.0001782555,0.0006742261,0.0001327939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423393,"about_ca_system_score_gemma":0.0003463667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001332832,"about_ca_topic_score_gemma":0.00002227339,"domain_scores_codex":[0.9985107,0.0002934101,0.0001708984,0.0002832111,0.0004280784,0.0003136872],"domain_scores_gemma":[0.9989219,0.0002975422,0.00003871993,0.0004531626,0.00004156486,0.0002471638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003645961,0.0004927018,0.007325766,0.0001403177,0.00002209677,0.0004079172,0.4051997,0.000254915,0.0009619491,0.2124958,0.03072953,0.3419329],"study_design_scores_gemma":[0.008131121,0.001417423,0.02288936,0.00363857,0.00002391802,0.000127342,0.1047471,0.01010948,0.003157778,0.01758717,0.8246399,0.003530859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5621502,0.005730071,0.01949623,0.001314637,0.000936434,0.000329148,0.000002686159,0.0003413897,0.4096992],"genre_scores_gemma":[0.9589371,0.00003140889,0.03652487,0.001960393,0.001089856,0.00003362366,0.00001481332,0.00001543416,0.001392509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7939103,"threshold_uncertainty_score":0.6530011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05943643312747387,"score_gpt":0.3441768843185912,"score_spread":0.2847404511911173,"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."}}