{"id":"W2901245889","doi":"10.15353/joci.v14i1.3405","title":"Social Fringe Dwellers: Can chat-bots combat bullies to improve participation for children with autism?","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism; Sarcasm; Psychology; Empathy; Mainstream; Autism spectrum disorder; Social relation; Psychological resilience; Developmental psychology; Social psychology","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":[0.002756003,0.0005280426,0.0003593226,0.0006698415,0.001767399,0.001410132,0.001372379,0.0009566552,0.006226182],"category_scores_gemma":[0.01244231,0.0002662389,0.0004631417,0.0002937776,0.0008342373,0.002817525,0.002252559,0.00113866,0.001198584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008015323,"about_ca_system_score_gemma":0.002037282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005084164,"about_ca_topic_score_gemma":0.02891309,"domain_scores_codex":[0.9986149,0.0007598173,0.00006141213,0.0001189662,0.0001792212,0.0002656324],"domain_scores_gemma":[0.9959295,0.001617136,0.0003712263,0.0001693674,0.0003639529,0.001548748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008420916,0.007885408,0.06646296,0.00287285,0.0001486122,0.001912559,0.06429693,0.0006179036,0.007824375,0.00168652,0.0344528,0.8109969],"study_design_scores_gemma":[0.001452466,0.02063481,0.3458955,0.008237261,0.001417078,0.004019683,0.2855691,0.01553571,0.01623032,0.009729929,0.2907822,0.000495898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539288,0.001441436,0.007180926,0.01330922,0.0003558618,0.00101608,0.0002932109,0.001297749,0.02117678],"genre_scores_gemma":[0.9491574,0.001960814,0.03765336,0.001723747,0.00009478582,0.001345941,0.0003494461,0.0001011784,0.007613263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006226182,"threshold_uncertainty_score":0.02082866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06502113563432954,"score_gpt":0.396942283433128,"score_spread":0.3319211477987985,"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."}}