{"id":"W7011164930","doi":"","title":"Mailbag; Miley Cyrus: Hot or Not; Canada's immigration overhaul","year":2013,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Government (linguistics); Work (physics); Production (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003339979,0.0003488153,0.0004694929,0.00006636824,0.0003320612,0.0001032201,0.000414389,0.0004440346,0.5094732],"category_scores_gemma":[0.0003025282,0.0003227062,0.0001377891,0.00001737253,0.0002882975,5.696165e-7,0.00008858449,0.0002751132,0.005278779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242128,"about_ca_system_score_gemma":0.0004360811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9679005,"about_ca_topic_score_gemma":0.9919091,"domain_scores_codex":[0.9976802,0.0001494984,0.0005784946,0.0002318407,0.0009006811,0.0004592699],"domain_scores_gemma":[0.9985219,0.000200652,0.0005890674,0.0002959885,0.0002305511,0.0001618475],"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":[0.00009762417,0.00002385622,0.000002860457,0.0001553266,0.00007362365,0.00001391479,0.002065885,0.000006776939,3.307742e-8,0.000271216,0.995544,0.001744909],"study_design_scores_gemma":[0.00026704,0.00005081308,0.00003220246,0.0001853895,0.00005054235,0.000006246312,0.004036374,0.000002706224,0.000002034476,0.000006176636,0.994967,0.0003934285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006571434,0.000399757,1.237663e-7,0.001176318,0.0007620562,0.0006247092,0.0002759185,0.0001556889,0.9965397],"genre_scores_gemma":[0.001385247,0.00116051,0.0001414932,0.001237585,0.000454815,0.00003586863,0.0001148465,0.00007639847,0.9953932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5041944,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007104977059654189,"score_gpt":0.202314871918931,"score_spread":0.1952098948592768,"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."}}