{"id":"W4389201868","doi":"10.1097/iyc.0000000000000257","title":"Aligning Professional Development With Service Coordinator Knowledge and Skills","year":2023,"lang":"en","type":"article","venue":"Infants & Young Children","topic":"Family and Disability Support Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Rubric; Service (business); Intervention (counseling); Medical education; Psychology; Service provider; Professional development; Resource (disambiguation); Service delivery framework; Knowledge management; Nursing; Medicine; Business; Pedagogy; Computer science; Marketing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01766649,0.000245005,0.000311644,0.001098586,0.002050679,0.001716732,0.0008651084,0.0004080849,0.002461704],"category_scores_gemma":[0.02616831,0.0002995207,0.0002786062,0.001106346,0.0008215546,0.0008197906,0.003298242,0.001084412,0.0003766004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003782468,"about_ca_system_score_gemma":0.03081091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095881,"about_ca_topic_score_gemma":0.0254688,"domain_scores_codex":[0.9850151,0.007575451,0.0007254834,0.0007032583,0.003628004,0.002352781],"domain_scores_gemma":[0.9814332,0.003781117,0.002229381,0.001451882,0.006014733,0.005089714],"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":[0.0005454938,0.01602309,0.2166123,0.0007004886,0.00004771201,0.0001043506,0.01772375,0.00143403,0.004281282,0.002788687,0.01068446,0.7290543],"study_design_scores_gemma":[0.0006944569,0.01314173,0.9089006,0.0006998782,0.0001062421,0.0002890893,0.02040182,0.00224778,0.0117512,0.001205438,0.04049889,0.00006295967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467542,0.0002188891,0.006370689,0.002045756,0.0001098943,0.004853368,0.0001751408,0.0001932435,0.0392788],"genre_scores_gemma":[0.9655952,0.0003043427,0.02553619,0.000408114,0.00002519895,0.003430171,0.0001683878,0.00001783914,0.004514572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01766649,"threshold_uncertainty_score":0.09343046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572779822791687,"score_gpt":0.3371094679665811,"score_spread":0.3213816697386642,"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."}}