{"id":"W3108590730","doi":"10.5204/mcj.2726","title":"A Flattering Robopocalypse","year":2020,"lang":"en","type":"article","venue":"M/C Journal","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":[0.001359625,0.00131706,0.0005276956,0.001790486,0.005769402,0.004257046,0.001195699,0.002607262,0.123024],"category_scores_gemma":[0.005605849,0.0006067077,0.0007227034,0.0008108392,0.006217435,0.007546456,0.005690473,0.004624855,0.04985789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415671,"about_ca_system_score_gemma":0.001140333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009657836,"about_ca_topic_score_gemma":0.01828397,"domain_scores_codex":[0.9982382,0.0004947297,0.00006498137,0.0004350225,0.0005163205,0.0002507482],"domain_scores_gemma":[0.9985311,0.0004028515,0.00007814556,0.0003777455,0.0003784471,0.0002317747],"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":[0.00009713636,0.00003611066,0.0005118852,0.0001278463,0.00001103702,0.0004106131,0.004162256,0.0001088613,0.001256392,0.2825845,0.6281347,0.08255871],"study_design_scores_gemma":[0.000004443652,0.0000101757,0.0001186486,0.00005219482,0.000002392858,0.0001916901,0.0003651174,0.000117484,0.000289189,0.007723258,0.991115,0.00001041695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.007221408,0.004206597,0.03286593,0.04140716,0.007852243,0.0001378814,0.0006002172,0.00599754,0.8997111],"genre_scores_gemma":[0.08312348,0.002116153,0.01386549,0.01833286,0.001449137,0.0001138103,0.0005769698,0.006365184,0.8740569],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.123024,"threshold_uncertainty_score":0.4115562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07886159365011906,"score_gpt":0.3617575260387456,"score_spread":0.2828959323886265,"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."}}