{"id":"W2188946031","doi":"10.5596/c15-023","title":"The Information Needs of School-based Speech–Language Pathologist Assistants: A Case Study","year":2015,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Language Development and Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Scope (computer science); Context (archaeology); Information needs; Medical education; Psychology; Medicine; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005912338,0.0006079861,0.0007619896,0.003341071,0.01751758,0.004811177,0.002248449,0.004401325,0.003120043],"category_scores_gemma":[0.02099775,0.0009944428,0.0006083501,0.002833687,0.004623396,0.003537212,0.004792542,0.003911948,0.0005863765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007889356,"about_ca_system_score_gemma":0.009112422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03701058,"about_ca_topic_score_gemma":0.09582367,"domain_scores_codex":[0.9912778,0.004926612,0.000472679,0.0004632091,0.001176735,0.001682977],"domain_scores_gemma":[0.9774688,0.01369935,0.002392652,0.0004595777,0.002194001,0.003785584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005644115,0.001381775,0.03167222,0.0002561529,0.000012483,0.05207275,0.8963775,0.00008698399,0.0004593826,0.001380947,0.002246881,0.01399646],"study_design_scores_gemma":[0.00001537566,0.0002886464,0.00743364,0.0001425676,0.00001524232,0.01317886,0.9704066,0.0002286724,0.000219797,0.0002888667,0.007754358,0.00002727406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992456,0.0004046181,0.0004172871,0.002713883,0.00002821744,0.0001632941,0.00002793494,0.00001355301,0.003775097],"genre_scores_gemma":[0.9934425,0.001231864,0.00137374,0.0008582527,0.00003845829,0.0001236257,0.0000266079,0.00001395329,0.002890864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9629894,"threshold_uncertainty_score":0.07359034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00954820113816121,"score_gpt":0.2811973339748711,"score_spread":0.2716491328367099,"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."}}