{"id":"W4362582352","doi":"10.2196/41524","title":"Testing the Social Robot LOVOT´s Interaction With Adults With Autism and Mental Impairment: Preliminary Findings","year":2023,"lang":"en","type":"article","venue":"Iproceedings","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism; Psychology; Mental health; Psychological intervention; Social relation; Joint attention; Applied psychology; Developmental psychology; Clinical psychology; Psychiatry; 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":[0.003324221,0.0006506239,0.0004022342,0.0004876328,0.001144402,0.000813672,0.0006589603,0.0006939169,0.001906514],"category_scores_gemma":[0.005629884,0.000325207,0.0005297082,0.0001589148,0.0009810088,0.0007099051,0.001717203,0.0006526088,0.0005841044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005086942,"about_ca_system_score_gemma":0.0009497897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016872,"about_ca_topic_score_gemma":0.005740166,"domain_scores_codex":[0.9984937,0.0007523617,0.0001151266,0.000163936,0.0002323142,0.0002425866],"domain_scores_gemma":[0.9967135,0.001342912,0.0003776837,0.0002063094,0.0007373088,0.0006222761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002314313,0.01483443,0.4203858,0.002586817,0.0001619381,0.003403754,0.3398426,0.0004831128,0.02306047,0.0003294881,0.002239262,0.190358],"study_design_scores_gemma":[0.0003655283,0.03089677,0.7972929,0.0003402907,0.000215974,0.002871464,0.1481323,0.0008574955,0.005666081,0.0002683777,0.0130071,0.00008577818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983689,0.00009799954,0.000250412,0.00006035476,0.000007072203,0.0003066869,0.00003375633,0.00001212569,0.0008626828],"genre_scores_gemma":[0.9955283,0.0002343847,0.002279927,0.000107885,0.00001186111,0.0008852265,0.00009134111,0.00000471252,0.0008563594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003324221,"threshold_uncertainty_score":0.01758039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423111393470486,"score_gpt":0.2958568599188543,"score_spread":0.2616257459841494,"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."}}