{"id":"W4411814323","doi":"10.1111/1471-3802.70028","title":"Canadian francophone school‐based <scp>SLTs</scp> ' perspectives on their involvement in a Tier 1 interactive reading program: Collateral benefits to the shift in practice","year":2025,"lang":"en","type":"article","venue":"Journal of Research in Special Educational Needs","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Université de Sherbrooke; University of Alberta","funders":"","keywords":"Reading (process); Collateral; Psychology; Medical education; Medicine; Linguistics; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003173803,0.0003490777,0.0002651759,0.0007117796,0.01895697,0.004170332,0.00124017,0.001214056,0.008298364],"category_scores_gemma":[0.003985121,0.0003491356,0.0002980576,0.001036589,0.00524562,0.001225207,0.00374451,0.002263292,0.0006691407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02734517,"about_ca_system_score_gemma":0.05102865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.913816,"about_ca_topic_score_gemma":0.9682568,"domain_scores_codex":[0.99675,0.000903503,0.00006967898,0.0002255761,0.0005206196,0.001530603],"domain_scores_gemma":[0.9940531,0.000939649,0.0004178164,0.0001094687,0.001359912,0.003120065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008280823,0.0001051063,0.02916952,0.000120048,0.000006957399,0.001304584,0.9350744,0.00009903932,0.001428974,0.00179428,0.01248918,0.01832494],"study_design_scores_gemma":[0.00000527158,0.00004805198,0.02647691,0.000114145,0.000007145417,0.0001972954,0.9453345,0.00009415949,0.0001680099,0.00009169312,0.02742778,0.00003504211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799657,0.0002393596,0.0002120955,0.004941544,0.00005243767,0.00004886582,0.00012862,0.00002006176,0.01439126],"genre_scores_gemma":[0.9889666,0.0002249923,0.0002641178,0.0008187353,0.000007006749,0.00003283285,0.00006628124,0.00001627025,0.009603014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.913816,"threshold_uncertainty_score":0.1984041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850984338451081,"score_gpt":0.4167954987490872,"score_spread":0.3782856553645764,"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."}}