{"id":"W3107015885","doi":"10.1108/tldr-10-2020-0030","title":"Commentary on “Video-modelling as an effective solution for coaching carers of autistic adults”: building skills; that should be our priority","year":2020,"lang":"en","type":"article","venue":"Tizard Learning Disability Review","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Challenging behaviour; Originality; Psychology; Service (business); Autism; Learning disability; Intellectual disability; Quality (philosophy); Medical education; Value (mathematics); Applied psychology; Developmental psychology; Medicine; Psychiatry; Computer science; Social psychology; Marketing; Business; Psychotherapist","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001925619,0.0003810689,0.0008672703,0.0000469186,0.0005512197,0.00006106884,0.0005974601,0.0001153779,0.00004707533],"category_scores_gemma":[0.006386105,0.0003685341,0.0003390689,0.000464731,0.0002588755,0.000352366,0.00025437,0.001167853,0.00002502169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003962481,"about_ca_system_score_gemma":0.00006399592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004302321,"about_ca_topic_score_gemma":0.00002312021,"domain_scores_codex":[0.9944506,0.002250221,0.0005995651,0.001212972,0.0008317861,0.0006548784],"domain_scores_gemma":[0.9972274,0.001540664,0.0003458928,0.0005724023,0.00003978504,0.0002738651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005015865,0.006405769,0.1396607,0.1261094,0.0003161201,0.00005210732,0.02596069,0.07527094,0.01404479,0.03153889,0.003361026,0.5722637],"study_design_scores_gemma":[0.006966299,0.01401254,0.008630862,0.02672211,0.001144376,0.00004046499,0.002386596,0.8590097,0.02384527,0.007614213,0.0458888,0.00373875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7530687,0.005946326,0.07124228,0.1561257,0.0003231775,0.01208261,0.00018175,0.0007041564,0.0003252134],"genre_scores_gemma":[0.9909016,0.002029762,0.000873078,0.005782726,0.00008299146,0.0002138414,0.00004458184,0.00006495958,0.000006433011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7837388,"threshold_uncertainty_score":0.9998767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08678029502320089,"score_gpt":0.3854112644232184,"score_spread":0.2986309694000175,"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."}}