{"id":"W7155500774","doi":"10.7202/1124391ar","title":"Editorial","year":2025,"lang":"en","type":"article","venue":"The Trumpeter","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The King's University; University of Alberta","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002681635,0.001657251,0.001111985,0.002161283,0.002139881,0.006166908,0.00173821,0.006790283,0.09582514],"category_scores_gemma":[0.02158645,0.0005700304,0.001163575,0.0007255669,0.001223935,0.002017544,0.001665018,0.008989693,0.0551108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197597,"about_ca_system_score_gemma":0.002681827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483596,"about_ca_topic_score_gemma":0.003444976,"domain_scores_codex":[0.997411,0.0005167464,0.000165877,0.0003626427,0.001194429,0.0003493605],"domain_scores_gemma":[0.9898732,0.001937631,0.000611425,0.000592015,0.00445003,0.002535843],"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":[0.00001396092,0.000003427404,0.00001627329,0.00003525129,0.000003131506,0.00004640509,0.000003364139,0.000003346907,0.00001832171,0.0001817885,0.9949093,0.004765348],"study_design_scores_gemma":[0.00002193848,0.0000116251,0.0001031179,0.000127333,0.000008548523,0.0001203825,0.00001700761,0.00001875428,0.00005474,0.0003849721,0.9991269,0.000004613359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001046288,0.004433474,0.0001228422,0.0558238,0.9169523,0.00003672892,0.0001124256,0.0001148871,0.02229891],"genre_scores_gemma":[0.002216779,0.005044228,0.0002217615,0.07043805,0.7700353,0.00005788119,0.0001993861,0.0001676457,0.151619],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09582514,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005734148007265653,"score_gpt":0.2564278870738352,"score_spread":0.2506937390665696,"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."}}