{"id":"W1556996694","doi":"","title":"Letter to a Friend","year":2013,"lang":"en","type":"letter","venue":"Divergent/Convergent","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Philosophy","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000450925,0.002035158,0.001584309,0.001249555,0.0003822948,0.0003674281,0.002599615,0.001988658,0.1007406],"category_scores_gemma":[0.0001853599,0.002010002,0.001197436,0.001077159,0.0002065792,0.000450092,0.001728998,0.00375347,0.5916291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205047,"about_ca_system_score_gemma":0.0002153772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113832,"about_ca_topic_score_gemma":0.00003572849,"domain_scores_codex":[0.9893685,0.0005110017,0.001461123,0.002744206,0.002878357,0.003036824],"domain_scores_gemma":[0.9945339,0.0001238119,0.0006738458,0.003043991,0.0006044629,0.001020017],"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":[0.00003543354,0.0001212787,0.001020358,0.0002063106,0.0007157425,0.001250511,0.0006887029,0.00001076648,0.001234079,0.00002972906,0.9944842,0.000202852],"study_design_scores_gemma":[0.0007299294,0.0001589929,0.0007897838,0.0001370098,0.0003550417,0.00002391267,0.00002422956,0.00003034925,0.001607818,0.0001063389,0.9936225,0.002414049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009190807,0.0006365614,0.000215395,0.943003,0.02633149,0.004806382,0.003635574,0.001510518,0.01067027],"genre_scores_gemma":[0.001360928,0.00004599622,0.0004707159,0.8925219,0.01859132,0.001204618,0.002756404,0.001009554,0.08203851],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4908885,"threshold_uncertainty_score":0.999307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670749236021096,"score_gpt":0.243092877937277,"score_spread":0.2163853855770661,"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."}}