{"id":"W3122680054","doi":"10.34048/2019.1.f4","title":"AI Powered Society","year":2019,"lang":"en","type":"article","venue":"","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Communication Association","funders":"","keywords":"Humanity; Homo sapiens; Curiosity; Environmental ethics; Natural (archaeology); Face (sociological concept); Spirituality; Meaning (existential); Faith; Epistemology; Sociology; Psychology; Philosophy; Social psychology; History; Social science; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005214809,0.00004356253,0.00005425787,0.00000525722,0.00002738708,0.00003963694,0.00007799986,0.000011644,0.007196344],"category_scores_gemma":[2.799071e-7,0.00003246503,0.00007533965,0.0000662592,0.000012416,0.0001260599,0.00001749666,0.00004338084,0.00211869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003000343,"about_ca_system_score_gemma":0.0000309013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001505843,"about_ca_topic_score_gemma":7.079457e-7,"domain_scores_codex":[0.9996428,0.000003855094,0.00005090621,0.0001033105,0.00007048347,0.0001286561],"domain_scores_gemma":[0.9998217,0.0000069146,0.00001319274,0.0001105208,0.00001084252,0.00003684847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001093249,0.00007928457,0.5187982,0.000002884002,0.00004613882,1.738448e-7,0.0004552871,0.00004833712,0.01890357,0.2670977,0.1888269,0.005730507],"study_design_scores_gemma":[0.003708895,0.0002611699,0.03054152,0.00002796502,0.00002821316,7.249256e-7,0.009441221,0.0074745,0.0532606,0.05413408,0.8399929,0.001128235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5899953,0.00000434954,0.001400473,0.002118404,0.0004986795,0.0001097886,0.000003310725,0.00003413908,0.4058355],"genre_scores_gemma":[0.9858497,1.822661e-7,0.0002219855,0.0007371067,0.000167027,0.000001495544,0.000003917573,0.000002785707,0.01301575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.651166,"threshold_uncertainty_score":0.9986583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005900560443452317,"score_gpt":0.2457592080182205,"score_spread":0.2398586475747682,"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."}}