{"id":"W4399849944","doi":"10.2139/ssrn.4868532","title":"Developing a Smartphone Web App to Help DWI Offenders and Their Families","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Smartphone app; Mobile apps; Internet privacy; World Wide Web; Web application; Computer science; Psychology; Business","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":[0.0007895176,0.000362328,0.0001887393,0.0004575519,0.001109178,0.0009599128,0.0005732734,0.000822395,0.01568133],"category_scores_gemma":[0.002676904,0.0001809827,0.0003931217,0.0002076765,0.000208509,0.0009705519,0.001351373,0.0008240012,0.003365488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821395,"about_ca_system_score_gemma":0.001932884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471806,"about_ca_topic_score_gemma":0.006355598,"domain_scores_codex":[0.9997162,0.0001049574,0.00001904337,0.00003010011,0.00004976156,0.00007986006],"domain_scores_gemma":[0.9989148,0.0003905182,0.00006679791,0.00005410646,0.0001574134,0.0004163177],"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":[0.0003809842,0.00871785,0.02255785,0.0006530577,0.00003979409,0.001634898,0.00739802,0.0001634922,0.0053975,0.0004630677,0.08917885,0.8634148],"study_design_scores_gemma":[0.002885976,0.01880205,0.3328451,0.00430614,0.0008292892,0.01222977,0.1071992,0.009771984,0.02415422,0.00835103,0.4781465,0.0004788185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.87732,0.0009190309,0.01893432,0.01367206,0.00106157,0.00653158,0.001401057,0.004584934,0.07557554],"genre_scores_gemma":[0.7580106,0.002937412,0.1490633,0.009196465,0.0003039123,0.005623871,0.00164233,0.0004475293,0.07277463],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01568133,"threshold_uncertainty_score":0.05245924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295670438551695,"score_gpt":0.3445805776470834,"score_spread":0.3116238732615664,"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."}}