{"id":"W7053335987","doi":"","title":"Understanding Grade 4-8 Teachers’ Instructional Practices and Beliefs as a Function of Transdisciplinary Coaching in STEM-Language Literacy","year":2024,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Literacy; General partnership; Accountability; Function (biology); Professional development; Qualitative research; Faculty development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00222328,0.000235648,0.0002774246,0.00097743,0.00253646,0.002778796,0.0009660959,0.0006300141,0.001798557],"category_scores_gemma":[0.005459637,0.0004106745,0.0002608546,0.0006005487,0.001778843,0.001538068,0.00224339,0.0009154642,0.0003004476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005205344,"about_ca_system_score_gemma":0.003612404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1005865,"about_ca_topic_score_gemma":0.2738723,"domain_scores_codex":[0.9984525,0.0005042609,0.00009383644,0.0001894477,0.0003293352,0.0004305791],"domain_scores_gemma":[0.9964993,0.001198893,0.0008694803,0.0001309005,0.0008411815,0.0004602859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007270189,0.0002702669,0.2620964,0.0001128587,0.000008864542,0.0007242401,0.7057244,0.00008609604,0.003013615,0.0003284105,0.0002368523,0.02732536],"study_design_scores_gemma":[0.000005167356,0.0003245067,0.2241412,0.0001846018,0.00001836086,0.0001859695,0.769626,0.0001393433,0.001320592,0.0001399287,0.003893319,0.00002111612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989445,0.00003701516,0.00008441335,0.00009554537,0.000001462631,0.00001068296,0.00001075555,0.000002042089,0.0008137528],"genre_scores_gemma":[0.9980867,0.0001326654,0.000198799,0.00002909837,9.305149e-7,0.00002815823,0.00001796161,0.000002372521,0.001503381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005865,"threshold_uncertainty_score":0.2000021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330441158733054,"score_gpt":0.2425892917651316,"score_spread":0.219284880177801,"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."}}