{"id":"W2798852926","doi":"10.1145/3170427.3188594","title":"EmoStory","year":2018,"lang":"en","type":"article","venue":"","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Facial expression; Autism; Narrative; Animation; Computer science; Facial expression recognition; Emotional expression; Psychology; Expression (computer science); Human–computer interaction; Cognitive psychology; Multimedia; Facial recognition system; Developmental psychology; Artificial intelligence; Pattern recognition (psychology); Linguistics","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":[0.0003053707,0.000847418,0.0003197939,0.0005557741,0.000291574,0.0008102013,0.001077092,0.000707872,0.08165378],"category_scores_gemma":[0.001229583,0.0003580715,0.0004430957,0.0001962425,0.0002338913,0.001217777,0.001844019,0.000565093,0.02202001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221059,"about_ca_system_score_gemma":0.0002959027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007033736,"about_ca_topic_score_gemma":0.001496235,"domain_scores_codex":[0.9997415,0.00002823958,0.00001758875,0.00006392635,0.0001033547,0.00004541872],"domain_scores_gemma":[0.9997492,0.00007947248,0.00001984485,0.000047602,0.00005921481,0.00004455567],"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":[0.001810737,0.000258538,0.002906269,0.001095681,0.00008083843,0.001169597,0.001115751,0.001858489,0.1008787,0.01913368,0.3543534,0.5153382],"study_design_scores_gemma":[0.0001998193,0.0003135354,0.005528088,0.0001843116,0.00008576584,0.001406675,0.0001542867,0.01348918,0.04102663,0.006125502,0.9313863,0.00009987055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05265623,0.002685277,0.3091142,0.001084155,0.001195569,0.00113398,0.01650028,0.2028246,0.4128057],"genre_scores_gemma":[0.274323,0.002320923,0.1702567,0.002529958,0.0003381507,0.00212665,0.02708913,0.02344745,0.497568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08165378,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05546181423263999,"score_gpt":0.333360622638237,"score_spread":0.277898808405597,"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."}}