{"id":"W4408656734","doi":"10.54434/candj.203","title":"A year of big changes at CANDJ","year":2025,"lang":"en","type":"article","venue":"CAND Journal","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01595737,0.001318048,0.001744816,0.004647427,0.009584797,0.02545671,0.002442052,0.01419652,0.1197099],"category_scores_gemma":[0.03689645,0.0008382861,0.002390463,0.002592354,0.004053639,0.005456381,0.007965721,0.02465801,0.05932511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007461647,"about_ca_system_score_gemma":0.01727385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00571772,"about_ca_topic_score_gemma":0.02464893,"domain_scores_codex":[0.9834055,0.001285698,0.0005993676,0.001117993,0.01047885,0.003112583],"domain_scores_gemma":[0.8737392,0.004364367,0.002252723,0.003538154,0.02995296,0.08615253],"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":[0.00006566462,0.00006486945,0.0004495796,0.00004445289,0.00001747035,0.0004037953,0.00005724884,0.00003886991,0.0002880659,0.001375628,0.9855613,0.01163312],"study_design_scores_gemma":[0.00002599212,0.00004686969,0.001653851,0.00007750968,0.000009350713,0.0004580083,0.0002806325,0.00005245693,0.0001215635,0.001405,0.9958329,0.00003588801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002742187,0.007155793,0.001546805,0.3035766,0.6503022,0.00008463406,0.0006333973,0.0007878368,0.03317051],"genre_scores_gemma":[0.02222726,0.00536209,0.003766921,0.243944,0.361611,0.0001306668,0.001027725,0.001864365,0.3600659],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9745433,"threshold_uncertainty_score":0.4004694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658114852029651,"score_gpt":0.3319077719018216,"score_spread":0.3053266233815251,"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."}}