{"id":"W4306734993","doi":"10.1080/10573569.2022.2131662","title":"Response to Intervention in Virtual Classrooms with Beginning Writers","year":2022,"lang":"en","type":"article","venue":"Reading & Writing Quarterly","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Spelling; Tier 2 network; Psychology; Response to intervention; Handwriting; Narrative; Attendance; Mathematics education; Intervention (counseling); Tier 1 network; Pedagogy; Special education; The Internet; Computer science; Linguistics; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.003198297,0.0004944517,0.0006918069,0.0005601632,0.001726562,0.001100536,0.00133981,0.0008094219,0.002891758],"category_scores_gemma":[0.01018712,0.0002849898,0.0004117708,0.0002232975,0.000500525,0.0005714431,0.002821249,0.001285231,0.0005224081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009953741,"about_ca_system_score_gemma":0.002313372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173573,"about_ca_topic_score_gemma":0.003266189,"domain_scores_codex":[0.9973499,0.001399701,0.0001731172,0.0003313278,0.0002080182,0.000537881],"domain_scores_gemma":[0.9956756,0.001495456,0.0003947052,0.0003335141,0.0003186003,0.001782156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01035245,0.0677802,0.0676852,0.001463949,0.0001123077,0.004935732,0.07589836,0.002029102,0.03287678,0.0009194899,0.006962642,0.7289838],"study_design_scores_gemma":[0.01577541,0.1842722,0.5060044,0.001797619,0.0003197535,0.004402753,0.1377051,0.007078531,0.06976806,0.003673758,0.06878462,0.0004178828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956786,0.00008039064,0.0007981883,0.0001904833,0.00006614664,0.0007537974,0.00003955107,0.0001334724,0.002259485],"genre_scores_gemma":[0.9909602,0.0001252067,0.004673782,0.0001792329,0.00003374692,0.001441799,0.00009916795,0.00001855053,0.002468184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003198297,"threshold_uncertainty_score":0.01691443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439899552924781,"score_gpt":0.3088820782489006,"score_spread":0.2944830827196528,"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."}}