{"id":"W2465002647","doi":"","title":"Assessment for Reading Instruction, 3rd edition","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education Practices and Evaluation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Literacy; Mathematics education; Variety (cybernetics); Intervention (counseling); Psychology; Pedagogy; Computer science; Political science; Artificial intelligence","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":[0.003214887,0.00009884726,0.00013729,0.0005914604,0.0007117952,0.000147161,0.0002287589,0.0001175394,0.0006656752],"category_scores_gemma":[0.004560973,0.0000971875,0.0000812872,0.0003837178,0.0001019962,0.001190693,0.000002049458,0.0001127688,0.00001096366],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008220573,"about_ca_system_score_gemma":0.03145232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02918546,"about_ca_topic_score_gemma":0.4719611,"domain_scores_codex":[0.998526,0.0002477863,0.0004731473,0.0001710324,0.0001192615,0.0004627789],"domain_scores_gemma":[0.995602,0.0003373479,0.0007298213,0.0001776689,0.002092032,0.001061164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002200832,0.0001309446,0.03068048,0.00008193986,0.0000742051,0.000001538448,0.1234778,0.000044595,0.001358518,0.4323939,0.1524756,0.2592584],"study_design_scores_gemma":[0.000390644,0.00009974733,0.05573353,0.0002624813,0.00009308179,0.00007182541,0.07810663,0.00001657422,0.00009434563,0.03725502,0.827666,0.0002101006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754815,0.0001143499,0.009985755,0.08136611,0.02308119,0.0004859359,0.00002642027,0.00001352847,0.009445162],"genre_scores_gemma":[0.9865336,0.00008440075,0.004457157,0.000508115,0.004052498,0.0000724839,0.00003056783,0.00001816815,0.004243002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6751904,"threshold_uncertainty_score":0.9955867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08413133767912806,"score_gpt":0.386417618282409,"score_spread":0.3022862806032809,"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."}}