{"id":"W632913826","doi":"","title":"Exemplary practices for beginning communicators : implications for AAC","year":2002,"lang":"en","type":"book","venue":"Paul H. Brookes eBooks","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Augmentative and alternative communication; Irish; Augmentative; Speech therapy; Advice (programming); Psychology; Communication; Medical education; Medicine; Computer science; Audiology; Linguistics; Psychiatry","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","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001481423,0.0005368361,0.0008722841,0.0002915996,0.003326911,0.00002506154,0.001972183,0.00166651,0.0001348374],"category_scores_gemma":[0.001711351,0.0005440792,0.0003920179,0.00005078907,0.0006317522,0.00008723814,0.0008031967,0.0023566,0.0001521088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007562925,"about_ca_system_score_gemma":0.001031522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004998626,"about_ca_topic_score_gemma":0.0004579147,"domain_scores_codex":[0.9966119,0.0004949746,0.001221586,0.0007182721,0.0001650495,0.0007882331],"domain_scores_gemma":[0.9818228,0.01070092,0.002861904,0.003708891,0.0007292737,0.0001761998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001088385,0.0001148692,0.001097311,0.001189161,0.0003108355,4.51891e-7,0.0008346871,3.426467e-7,0.00005740529,0.09535388,0.8682941,0.03263808],"study_design_scores_gemma":[0.0008896584,0.000132389,0.0006906382,0.0005326284,0.0002951891,0.000003742868,0.0004205471,0.00004623499,0.00001375055,0.03588393,0.9606088,0.0004825114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006042824,0.002821369,0.007808658,0.008320979,0.0005418013,0.008350776,0.001586674,0.001062814,0.9694465],"genre_scores_gemma":[0.00319628,0.0004199108,0.0195397,0.002849728,0.000419617,0.01554014,0.001523428,0.0002198356,0.9562914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09231464,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2811927045407715,"score_gpt":0.4936074871047995,"score_spread":0.212414782564028,"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."}}