{"id":"W2039520432","doi":"10.1503/cmaj.120597","title":"A solution to inappropriate self-citation via peer review","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Citation; Minor (academic); Computer science; Peer review; Information retrieval; Data science; World Wide Web; Quality (philosophy); Medicine; Biology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.201099,0.001681145,0.002009304,0.008533269,0.009181211,0.01317074,0.007230517,0.0123005,0.01676481],"category_scores_gemma":[0.5757514,0.001775287,0.001858942,0.007039662,0.006234671,0.0148853,0.01007483,0.01348533,0.01576254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004134777,"about_ca_system_score_gemma":0.01698823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566356,"about_ca_topic_score_gemma":0.002689801,"domain_scores_codex":[0.6581286,0.1568754,0.04287518,0.02404291,0.1134353,0.004642502],"domain_scores_gemma":[0.3021452,0.2116867,0.08999214,0.1375072,0.2481123,0.01055628],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005583467,0.0006424367,0.016913,0.003605681,0.000717146,0.002664536,0.02191785,0.001226627,0.008783678,0.09031717,0.3134797,0.5391738],"study_design_scores_gemma":[0.0005194419,0.0008091946,0.01401516,0.00620292,0.0005356666,0.01164642,0.009908396,0.01172754,0.01112983,0.1249231,0.8077537,0.0008286152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.04412322,0.01076442,0.5546867,0.280568,0.02792979,0.004778434,0.0005232967,0.01038697,0.06623921],"genre_scores_gemma":[0.386074,0.006580013,0.4141635,0.07147957,0.02049427,0.005522681,0.0006221199,0.003253155,0.09181065],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9876995,"threshold_uncertainty_score":0.9851872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539094762535277,"score_gpt":0.2497286804503976,"score_spread":0.2243377328250448,"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."}}