{"id":"W7163129649","doi":"10.63084/biomedpha.v1i01.85","title":"Competency-Based Practice in Developmental Services: Advocacy, Leadership, and Person-Centered Support","year":2024,"lang":"","type":"article","venue":"BioMedPha","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fleming College","funders":"","keywords":"Workforce; Professional development; Quality (philosophy); Workforce development; Core competency; Key (lock); Service (business); Grounded theory","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":[0.04827906,0.0003300637,0.000420133,0.002534634,0.004098796,0.005622563,0.001596902,0.001827305,0.002378305],"category_scores_gemma":[0.07909521,0.0002906079,0.0003981867,0.00173116,0.006222395,0.003738884,0.01226637,0.003515595,0.0004511726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01112257,"about_ca_system_score_gemma":0.07592399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109594,"about_ca_topic_score_gemma":0.01958366,"domain_scores_codex":[0.9498229,0.03371146,0.001955943,0.0009447564,0.01133627,0.002228725],"domain_scores_gemma":[0.9520526,0.02418411,0.003966864,0.002612786,0.008330807,0.00885288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005686635,0.001255028,0.01742501,0.00193638,0.00003542785,0.0002290211,0.03605833,0.0008399778,0.0007858764,0.09026986,0.01035082,0.8407574],"study_design_scores_gemma":[0.0003739283,0.003095491,0.1345089,0.04412832,0.0001643487,0.003421886,0.1515386,0.007864789,0.01333095,0.293282,0.3479306,0.0003601663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3587651,0.02510238,0.1405185,0.1644367,0.001488951,0.005811766,0.0002030091,0.000426002,0.3032476],"genre_scores_gemma":[0.8771703,0.006499471,0.1063601,0.00455448,0.0001098259,0.001778928,0.00006423006,0.00003965406,0.003423237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04827906,"threshold_uncertainty_score":0.2553271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09470344850210406,"score_gpt":0.3374785676207788,"score_spread":0.2427751191186747,"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."}}