{"id":"W4402640558","doi":"10.1007/s43681-024-00575-7","title":"Let stochastic parrots squawk: why academic journals should allow large language models to coauthor articles","year":2024,"lang":"en","type":"article","venue":"AI and Ethics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03340119,0.0007649966,0.0008915251,0.003266932,0.004587403,0.0141782,0.002038231,0.007200844,0.03819204],"category_scores_gemma":[0.2705867,0.001255808,0.001176859,0.003552254,0.007137941,0.02199128,0.004950949,0.00747851,0.0161821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004165738,"about_ca_system_score_gemma":0.006942728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007528018,"about_ca_topic_score_gemma":0.009058136,"domain_scores_codex":[0.9799272,0.01080434,0.001219502,0.002566763,0.004322474,0.00115984],"domain_scores_gemma":[0.731618,0.1752222,0.0146573,0.03276744,0.03143138,0.01430365],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006320843,0.0001921507,0.008541225,0.0003355953,0.0002338595,0.0005729706,0.001896269,0.007961725,0.001432019,0.4558353,0.4115119,0.1108549],"study_design_scores_gemma":[0.0002292831,0.00009805722,0.00155873,0.000159968,0.00007889353,0.0004425602,0.0009285142,0.02853564,0.001616855,0.7791561,0.1870485,0.0001468348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03410298,0.002409542,0.1842439,0.6369043,0.01138117,0.0002290188,0.001527525,0.007176288,0.1220253],"genre_scores_gemma":[0.654618,0.001720062,0.1001924,0.1268742,0.01198209,0.0003800046,0.0009553048,0.003377129,0.09990076],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9665988,"threshold_uncertainty_score":0.1766445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4847450387997119,"score_gpt":0.5418466066291273,"score_spread":0.05710156782941544,"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."}}