{"id":"W7143331795","doi":"10.22176/act24.4.1","title":"Surfacing Motives in Scholarly Publication: The Ethics of Authorship and Editorship","year":2025,"lang":"en","type":"article","venue":"Action Criticism and Theory for Music Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Research ethics; Information ethics","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1154171,0.0005545156,0.000951619,0.004164735,0.01255951,0.04132169,0.002655531,0.01411682,0.004712027],"category_scores_gemma":[0.2402066,0.0007562386,0.0006008871,0.004260156,0.0888757,0.03003438,0.01159729,0.01034383,0.001614027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005961334,"about_ca_system_score_gemma":0.01333984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008845048,"about_ca_topic_score_gemma":0.0008093806,"domain_scores_codex":[0.8218705,0.1434277,0.005248653,0.005268947,0.02037959,0.00380454],"domain_scores_gemma":[0.57809,0.3339019,0.0250097,0.02577354,0.02366949,0.01355531],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003607811,0.00002578418,0.001334064,0.00008868719,0.00001583311,0.0001321434,0.04540909,0.0001559329,0.0001429869,0.9298613,0.006623671,0.01617446],"study_design_scores_gemma":[0.00003298377,0.00002958592,0.0006713962,0.0003558568,0.00001237841,0.0001790964,0.0137085,0.0006151065,0.0003384688,0.908689,0.07532424,0.00004339296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1013988,0.01412724,0.06420862,0.4413475,0.005880776,0.0001335241,0.00005503438,0.0002924182,0.3725559],"genre_scores_gemma":[0.9622761,0.001561418,0.00744495,0.007298337,0.002199596,0.0001153168,0.00001368862,0.0002230941,0.01886747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9858832,"threshold_uncertainty_score":0.6103911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217079050917742,"score_gpt":0.3537164886424485,"score_spread":0.2320085835506744,"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."}}