{"id":"W7084123389","doi":"10.6084/m9.figshare.30071856","title":"Additional file 1 of Attitudes and perceptions of biomedical journal editors in chief towards the use of artificial intelligence chatbots in the scholarly publishing process: a cross-sectional survey","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Publishing; Perception; Chatbot; Scientific publishing","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":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003021826,0.0005580861,0.0008967851,0.002743846,0.001579559,0.001445315,0.001590219,0.001212325,0.6220019],"category_scores_gemma":[0.05305582,0.0004806414,0.000547781,0.005269906,0.0004107777,0.003408411,0.001089838,0.001379267,0.05823167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538619,"about_ca_system_score_gemma":0.001998494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007181861,"about_ca_topic_score_gemma":0.01111547,"domain_scores_codex":[0.9986064,0.0003644459,0.0004060107,0.000189347,0.00028041,0.0001532669],"domain_scores_gemma":[0.9294937,0.05156783,0.008455423,0.00226011,0.00668004,0.00154279],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006776211,0.001179465,0.03504585,0.004291522,0.00005748401,0.0001115168,0.001436322,0.0002668447,0.00009479029,0.001112822,0.9252741,0.03045174],"study_design_scores_gemma":[0.004382757,0.001977075,0.6175971,0.008105584,0.0003002519,0.001293814,0.01606653,0.002285288,0.0009087646,0.01075338,0.3358937,0.0004357898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01458086,0.00006892285,0.000630718,0.000854931,0.00007547744,0.001004983,0.9781351,0.0002227094,0.004426342],"genre_scores_gemma":[0.181139,0.0007885374,0.01497319,0.003071528,0.0003359604,0.04310059,0.7117992,0.000722181,0.04406979],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9985547,"threshold_uncertainty_score":0.5391684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807790142488144,"score_gpt":0.441659879663002,"score_spread":0.2608808654141876,"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."}}