{"id":"W3011772092","doi":"10.1145/3381016","title":"AssessBlocks","year":2020,"lang":"en","type":"article","venue":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Natural disaster; Session (web analytics); Block (permutation group theory); Mental health; Psychology; Event (particle physics); Stress (linguistics); Applied psychology; Computer science; Developmental psychology; Psychiatry; Geography; World Wide Web; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000820826,0.0002037937,0.0002936352,0.00009115693,0.0001247504,0.00004829856,0.001329614,0.000167083,0.0001158613],"category_scores_gemma":[0.00070882,0.0001367575,0.0001037468,0.0003320537,0.0002472415,0.0001643168,0.00094067,0.0005567158,0.00005753366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002092037,"about_ca_system_score_gemma":0.000009116275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002892546,"about_ca_topic_score_gemma":0.000001415019,"domain_scores_codex":[0.9989056,0.000007004296,0.0002341356,0.0004277168,0.0001586193,0.0002669184],"domain_scores_gemma":[0.9990678,0.0001576605,0.0002251214,0.0003949214,0.0001198019,0.0000346266],"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":[0.003256016,0.001813581,0.05956702,0.0005529842,0.001574347,0.00002737132,0.03411234,0.00001902765,0.2609294,0.04961814,0.1505654,0.4379643],"study_design_scores_gemma":[0.001161941,0.002484998,0.01524975,0.0004711012,0.0001008844,0.0000573674,0.0487676,0.00002450814,0.8855543,0.01990984,0.025752,0.000465734],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635775,0.0006973955,0.000001514333,0.006611533,0.0002093333,0.0004406594,0.000008625145,0.0004442977,0.02800914],"genre_scores_gemma":[0.998706,0.0001553143,0.0001217191,0.0004085286,0.00006292188,0.0001641695,2.169783e-7,0.00002236282,0.0003587019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6246248,"threshold_uncertainty_score":0.557681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270578011924871,"score_gpt":0.2886860874716319,"score_spread":0.2659803073523831,"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."}}