{"id":"W7036748551","doi":"","title":"2024-03-24 - BTWRLM569 - Global Demonacracy","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Citizenship; China; Amnesty; Poverty; Revenue; Politics; Administration (probate law)","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":[0.0001668399,0.001007026,0.0009301033,0.0001156166,0.00003913987,0.0002443353,0.001708347,0.0004654115,0.05235075],"category_scores_gemma":[0.00006270529,0.0004477587,0.0007869161,0.0002549391,0.0005340957,0.00006914773,0.001401656,0.0009961365,0.03796943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008294059,"about_ca_system_score_gemma":0.00003307648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03512984,"about_ca_topic_score_gemma":0.1221563,"domain_scores_codex":[0.9957916,0.0003354461,0.0006818933,0.001678975,0.0004203817,0.001091691],"domain_scores_gemma":[0.9986366,0.0002599902,0.0003198829,0.0003050117,0.00002474604,0.0004537544],"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":[0.0001647253,0.0001327822,0.0008677306,0.00009759309,0.0003926757,0.0002683481,0.0001700994,1.886258e-7,0.001156939,0.002776394,0.987641,0.006331492],"study_design_scores_gemma":[0.0002083274,0.0005659041,0.001969663,0.0008330213,0.0001017621,0.0001404172,0.0000610436,0.0002071683,0.0000693512,0.009048108,0.9859049,0.0008903684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002777082,0.002601583,0.00009774041,0.0008160336,0.004918269,0.0006277182,0.004234921,0.0007607024,0.9831659],"genre_scores_gemma":[0.01487815,0.0004508342,0.0004171875,0.0008831868,0.003242745,0.00008208783,0.001570503,0.00007612921,0.9783992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08702645,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665434614661183,"score_gpt":0.2404629822467221,"score_spread":0.2238086361001102,"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."}}