{"id":"W2121191471","doi":"10.1044/aac22.3.131","title":"Autism Spectrum Disorder: Past, Present, and Future","year":2013,"lang":"en","type":"article","venue":"Perspectives on Augmentative and Alternative Communication","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Autism spectrum disorder; Psychology; Augmentative and alternative communication; Affect (linguistics); Autism; Handwriting; Population; Association (psychology); Literacy; Clinical psychology; Psychiatry; Medicine; Computer science; Psychotherapist; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000143458,0.0002748415,0.0002235919,0.000216432,0.0005778463,0.0002424531,0.0004572381,0.00004877555,0.000477483],"category_scores_gemma":[0.00003551262,0.0002424055,0.0000450788,0.0002831423,0.0007840398,0.0007318758,0.0004506129,0.0004420155,0.0001521446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240358,"about_ca_system_score_gemma":0.00001621502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004603557,"about_ca_topic_score_gemma":0.00002031617,"domain_scores_codex":[0.997694,0.0006760431,0.0002130848,0.0006880041,0.0003667952,0.0003620503],"domain_scores_gemma":[0.9986227,0.0005122129,0.0001670141,0.0005292237,0.00002196002,0.00014686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001134801,0.0006561849,0.00328194,0.0000202634,0.00007075277,0.000005461725,0.04633247,0.000008082112,0.007244512,0.9089516,0.0007203143,0.03259495],"study_design_scores_gemma":[0.00516487,0.001702941,0.3078691,0.0001261269,0.00004089508,0.00004812065,0.08158153,0.006053974,0.04137677,0.5338225,0.02089883,0.001314373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7601218,0.003842833,0.0006885442,0.2038576,0.00007772989,0.001723308,0.00004596882,0.0001374836,0.02950479],"genre_scores_gemma":[0.9827319,0.01541445,0.0002835193,0.0003117769,0.0001521194,0.0002529328,0.00000837912,0.00003267632,0.0008122431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3751291,"threshold_uncertainty_score":0.9885008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781660497223934,"score_gpt":0.3254606311848346,"score_spread":0.2976440262125953,"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."}}