{"id":"W4403048586","doi":"10.1093/jcag/gwae037","title":"A Year in Review: JCAG’s Inaugural Editorial Fellowship","year":2024,"lang":"en","type":"editorial","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Library science; Computer 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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02085119,0.003519,0.0057084,0.006078017,0.004470311,0.014737,0.004229819,0.02272012,0.015524],"category_scores_gemma":[0.09497976,0.001300028,0.003159722,0.002241833,0.004167382,0.004783773,0.002785545,0.01959072,0.01152434],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007189318,"about_ca_system_score_gemma":0.01614696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004986588,"about_ca_topic_score_gemma":0.01504047,"domain_scores_codex":[0.9822165,0.002641748,0.001916854,0.001660094,0.01008828,0.001476466],"domain_scores_gemma":[0.8870874,0.01938312,0.00648052,0.00236793,0.06099708,0.02368394],"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":[0.00002479752,0.000008262811,0.00003010604,0.0001160769,0.00001654388,0.00007578785,0.000009443746,0.000007255799,0.00001860115,0.0001180967,0.9976189,0.001956202],"study_design_scores_gemma":[0.0001678537,0.00003945099,0.00044695,0.0009666129,0.0001006319,0.0004271443,0.00008753478,0.0001026546,0.00007204824,0.0009784345,0.9965699,0.00004091006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000298906,0.004551663,0.00005707422,0.05315893,0.9415157,0.00001376344,0.00003111306,0.00002668622,0.0006151602],"genre_scores_gemma":[0.0005522542,0.004144151,0.0001349884,0.05044275,0.9394028,0.00003848952,0.00004694216,0.00005699672,0.005180522],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9928107,"threshold_uncertainty_score":0.1102729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189204113805293,"score_gpt":0.3318308902234091,"score_spread":0.3129104788428798,"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."}}