{"id":"W4399335443","doi":"10.1111/medu.15453","title":"Hear ye! Hear ye! A proclamation of deadlines and deeds done well","year":2024,"lang":"en","type":"article","venue":"Medical Education","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Proclamation; Value (mathematics); Sociology; Psychology; Medicine; Media studies; Law; Computer science; Political 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":[0.007505272,0.001105548,0.001156857,0.0008483625,0.005308523,0.01134173,0.001647391,0.0137822,0.08286164],"category_scores_gemma":[0.04338186,0.0007237649,0.0009972132,0.0008380809,0.002296694,0.005616051,0.002922629,0.0188679,0.05377247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001952325,"about_ca_system_score_gemma":0.008058229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004376856,"about_ca_topic_score_gemma":0.01484615,"domain_scores_codex":[0.9943057,0.001014561,0.0004298493,0.0003488243,0.003062364,0.0008387993],"domain_scores_gemma":[0.9657459,0.005982697,0.001857605,0.0008812074,0.01207255,0.01346011],"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":[0.000007245329,0.000008583749,0.00007357746,0.00002195988,0.000001666968,0.00004218172,0.00001889209,0.00000530637,0.00003257264,0.0003100227,0.9954748,0.004003156],"study_design_scores_gemma":[0.00001158126,0.00001717596,0.0003721057,0.00008412067,0.000003506174,0.00009081242,0.0002858149,0.00003259646,0.00006371695,0.000309541,0.9987159,0.00001312585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0002640669,0.002146774,0.0003793367,0.4214517,0.5522552,0.00003436271,0.00008354309,0.0001994652,0.02318559],"genre_scores_gemma":[0.005885941,0.005638998,0.0009836741,0.3958091,0.2687413,0.00008663388,0.0002044105,0.0004417083,0.3222082],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08286164,"threshold_uncertainty_score":0.2771997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183793954271115,"score_gpt":0.4406811765202831,"score_spread":0.418843236977572,"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."}}