{"id":"W4404217552","doi":"10.1080/01462679.2024.2422589","title":"Faculty Response to Journal Cancellations","year":2024,"lang":"en","type":"article","venue":"Collection Management","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Library science; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001479924,0.0001235641,0.0001418128,0.0005251993,0.002159863,0.00006665326,0.0001255183,0.00009874936,0.002085536],"category_scores_gemma":[0.0001015975,0.0001012423,0.00007015558,0.001069352,0.00001218454,0.0001026267,0.0001272545,0.0005923889,0.001623376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008944793,"about_ca_system_score_gemma":0.0005073834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001138713,"about_ca_topic_score_gemma":0.0001900338,"domain_scores_codex":[0.9978719,0.0006014409,0.0004704735,0.0002712226,0.0003553175,0.0004295945],"domain_scores_gemma":[0.9990416,0.0002603801,0.00006513108,0.0001819987,0.00018828,0.0002626414],"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":[0.0004443709,0.00003449181,0.001641226,0.0004210446,0.00008869739,0.0000796044,0.003637465,0.0001976099,0.0001109569,0.003102754,0.9352172,0.05502459],"study_design_scores_gemma":[0.0003040679,0.00007498138,0.02575981,0.001611936,0.00002203242,0.000004816577,0.003127125,0.0006538946,0.000008538588,0.0008575849,0.9674546,0.0001206823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2286102,0.005548453,0.09095754,0.2988812,0.05331502,0.00952686,0.000266857,0.002007975,0.3108859],"genre_scores_gemma":[0.4424883,0.0005379849,0.003497368,0.003527867,0.0012111,0.0007291144,0.00002455052,0.00004725622,0.5479364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2953534,"threshold_uncertainty_score":0.999154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09192032626270452,"score_gpt":0.4799021385681093,"score_spread":0.3879818123054048,"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."}}