{"id":"W2905799946","doi":"","title":"FEELS: a full-spectrum enhanced emotion learning system for assisting individuals with autism spectrum disorder","year":2018,"lang":"en","type":"article","venue":"Journal of Computational Vision and Imaging Systems","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism spectrum disorder; Loneliness; Surprise; Psychology; Anger; Isolation (microbiology); Cognitive psychology; Autism; Psychological intervention; Computer science; Artificial intelligence; Developmental psychology; Communication; Social psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002149302,0.0005705291,0.0002690512,0.0001380408,0.0001280586,0.0002251534,0.0006194967,0.0004634921,0.006481603],"category_scores_gemma":[0.0006653893,0.0001497664,0.0002789356,0.00003144419,0.0001391103,0.0005716207,0.0009085351,0.0004632564,0.0009884273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856777,"about_ca_system_score_gemma":0.0001589071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006457539,"about_ca_topic_score_gemma":0.001274328,"domain_scores_codex":[0.9999058,0.00001661137,0.000006268164,0.0000325205,0.00002408187,0.00001463671],"domain_scores_gemma":[0.9999182,0.00003125542,0.000009366555,0.000006288983,0.00001853955,0.00001622376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002568259,0.0009895943,0.008253405,0.0007111152,0.0001925104,0.001409196,0.0009354585,0.01551379,0.3528629,0.001642974,0.04806134,0.5668595],"study_design_scores_gemma":[0.0006373198,0.003185466,0.02680267,0.0001920941,0.0002724389,0.0020943,0.0005905931,0.8054531,0.1101046,0.005718144,0.04473138,0.0002177658],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4166379,0.00164779,0.5182282,0.00146585,0.0006639965,0.0007233608,0.001572766,0.04228113,0.01677903],"genre_scores_gemma":[0.8435524,0.0003370189,0.1330844,0.001346007,0.00007819176,0.0005979158,0.001074732,0.0004888165,0.01944044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006481603,"threshold_uncertainty_score":0.02168316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573898213522531,"score_gpt":0.3005130013891047,"score_spread":0.2847740192538794,"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."}}