{"id":"W3151862224","doi":"10.33137/jns.v2i1.34663","title":"Are you still watching?","year":2021,"lang":"en","type":"article","venue":"UTSC s Journal of Natural Sciences","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Implementation; Psychology; Relaxation (psychology); Internet privacy; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005454671,0.00007595887,0.0001569995,0.0001035976,0.0001189619,0.00009492149,0.00034975,0.00003648533,0.0006114242],"category_scores_gemma":[0.0002465987,0.00005301338,0.0001559789,0.0004162913,0.000174945,0.0003940595,0.00005457185,0.000280526,0.0001064848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004838333,"about_ca_system_score_gemma":0.00006756893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001473344,"about_ca_topic_score_gemma":0.00003532533,"domain_scores_codex":[0.9987109,0.00009538498,0.0004009347,0.0001471505,0.0003901652,0.0002554482],"domain_scores_gemma":[0.9989957,0.0001092879,0.0005010166,0.00008873032,0.000183853,0.0001213894],"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":[0.0004002566,0.003414325,0.1346398,0.0001690547,0.0004638951,0.006436952,0.005057242,0.00009814283,0.002666619,0.1366001,0.1439184,0.5661352],"study_design_scores_gemma":[0.002199461,0.002181304,0.6922652,0.001419274,0.00008198986,0.01001372,0.01118423,0.00007195653,0.00701293,0.05249979,0.2204171,0.0006530258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638561,0.00546433,0.00002353653,0.01073511,0.007652559,0.00003633832,0.000008373271,0.00001097471,0.01221269],"genre_scores_gemma":[0.992317,0.000006199299,0.000663434,0.0008394045,0.0001990691,6.505708e-7,4.643316e-7,0.000003800681,0.005969953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5654821,"threshold_uncertainty_score":0.6694666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05394216850972779,"score_gpt":0.4174480324661591,"score_spread":0.3635058639564313,"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."}}