{"id":"W7116374587","doi":"10.14288/cl.vi261.199611","title":"Dear Y-Dang,","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002081143,0.0004819737,0.0005227622,0.001451423,0.003578658,0.006072366,0.000944751,0.00293084,0.1189118],"category_scores_gemma":[0.02163543,0.0002646627,0.0003534374,0.001100706,0.001202254,0.003686134,0.00227452,0.007230388,0.08510916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199722,"about_ca_system_score_gemma":0.004909902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01792277,"about_ca_topic_score_gemma":0.04644921,"domain_scores_codex":[0.9983121,0.0002412895,0.00008248387,0.0002946504,0.0008299815,0.0002395091],"domain_scores_gemma":[0.992755,0.0005364622,0.0002697723,0.0002545241,0.004418322,0.001765856],"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":[0.00001302054,0.000008066388,0.0003582199,0.00003217988,0.000002593857,0.00006197937,0.0002090384,0.000008550465,0.00007956457,0.002062965,0.9797575,0.01740627],"study_design_scores_gemma":[0.000002730331,0.000002959385,0.0005193662,0.00006636539,0.000003389336,0.0001270016,0.0006975433,0.00001179563,0.00007858217,0.0005781698,0.9979049,0.000007191364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002658982,0.02879952,0.001794252,0.6137432,0.1751207,0.00006757919,0.002178168,0.0009684469,0.1746691],"genre_scores_gemma":[0.01081232,0.01135079,0.001652525,0.07226072,0.01287804,0.00006233095,0.000718193,0.0007230904,0.8895421],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8810882,"threshold_uncertainty_score":0.3977997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149917635387953,"score_gpt":0.3213232865786522,"score_spread":0.2898241102247727,"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."}}