{"id":"W4239264023","doi":"10.2196/preprints.16274","title":"From a Digital Bottle: A Message to Ourselves in 2039 (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"nobody; Conversation; Relevance (law); Preprint; Computer science; Media studies; Space (punctuation); Internet privacy; Psychology; World Wide Web; Sociology; Communication; Computer security; Law","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":[0.001756771,0.0004703119,0.0003323932,0.0008009231,0.005119877,0.009024359,0.0005218255,0.005611463,0.07561281],"category_scores_gemma":[0.00895034,0.000213892,0.0004221089,0.001244436,0.001863371,0.00519475,0.002749695,0.005863287,0.04252939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003767207,"about_ca_system_score_gemma":0.002906307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008476422,"about_ca_topic_score_gemma":0.01571882,"domain_scores_codex":[0.999046,0.0002056292,0.00003859592,0.00007306053,0.0004963944,0.0001403401],"domain_scores_gemma":[0.9978341,0.0007236013,0.0001219844,0.0001313593,0.0005910964,0.0005977323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007806243,0.000002932074,0.00005832369,0.00001561303,8.36973e-7,0.00009005618,0.0007186529,0.000005464171,0.00003853703,0.005827096,0.9911351,0.002099544],"study_design_scores_gemma":[0.000002360901,0.000002882909,0.0004066139,0.00005408984,0.000001213435,0.00008609005,0.001375604,0.00001983683,0.00009173324,0.001567707,0.9963858,0.00000617592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003724598,0.003829981,0.0007402237,0.625367,0.1476785,0.0000482317,0.003200549,0.0007694606,0.2146414],"genre_scores_gemma":[0.03916303,0.003483824,0.001013158,0.07950375,0.03610419,0.00007412493,0.002333137,0.001760607,0.8365642],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07561281,"threshold_uncertainty_score":0.2529501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473980051660951,"score_gpt":0.2832977007845303,"score_spread":0.2485579002679208,"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."}}