{"id":"W2907405711","doi":"10.1044/leader.scm2.13132008.38","title":"Oklahoma School SLPs Expand Literacy Role","year":2008,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); School district; Psychology; Literacy; Medical education; Pedagogy; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000196032,0.000158245,0.0001927879,0.00009671546,0.0001725609,0.00003818475,0.0002755304,0.0001657089,0.02648849],"category_scores_gemma":[0.0001939151,0.0001449642,0.0001150156,0.0002293814,0.0002542208,0.0002451895,0.00006567519,0.0003891636,0.02036236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003606594,"about_ca_system_score_gemma":0.00008146858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004365509,"about_ca_topic_score_gemma":0.00001773342,"domain_scores_codex":[0.998293,0.0001341263,0.0002546083,0.0004456203,0.0002989737,0.0005736061],"domain_scores_gemma":[0.998732,0.0001683313,0.00003283979,0.0006935477,0.0001065014,0.0002667671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001691339,0.000601391,0.6350319,0.00002187149,0.00007123452,0.0002338997,0.01196684,0.000001328023,0.001422735,0.0006371694,0.3328211,0.01702135],"study_design_scores_gemma":[0.001062807,0.0001606109,0.7913375,0.00001247471,0.00000872496,0.0001428466,0.007540624,0.00001676526,0.0004492181,0.0007613793,0.1982255,0.0002815797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593777,0.0009361437,0.00003282854,0.0009744074,0.0005293426,0.0002058908,0.00001076446,0.0001061082,0.1378268],"genre_scores_gemma":[0.9267014,0.000008910322,0.0001493556,0.001397521,0.0004313474,0.00007436935,0.00002812357,0.00002519774,0.07118373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563056,"threshold_uncertainty_score":0.9804004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06473177228861697,"score_gpt":0.374912780244522,"score_spread":0.310181007955905,"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."}}