{"id":"W1987590938","doi":"10.1080/14999013.2010.484979","title":"The Dark Side of Peer Review","year":2010,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Relevance (law); Great Rift; Peer review; Psychology; Political science; Law","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3362183,0.001760364,0.005897397,0.00736835,0.01689106,0.04727917,0.009696372,0.02932609,0.013925],"category_scores_gemma":[0.7117798,0.002183824,0.002099674,0.007072958,0.05740451,0.03569112,0.01966576,0.06796806,0.02273195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008226128,"about_ca_system_score_gemma":0.04892445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003810276,"about_ca_topic_score_gemma":0.004820307,"domain_scores_codex":[0.4326855,0.2367039,0.04126029,0.03160108,0.2506648,0.007084413],"domain_scores_gemma":[0.1297354,0.414193,0.03704845,0.07544029,0.3085493,0.03503346],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005861283,0.00004472026,0.0002842264,0.00147649,0.0001400695,0.0001889611,0.003947841,0.0001367124,0.0002842892,0.09414224,0.8119029,0.08739287],"study_design_scores_gemma":[0.00004800758,0.00004135174,0.0004666334,0.002361821,0.00003951976,0.0002086679,0.001446744,0.0003143468,0.0002388012,0.09017351,0.90455,0.0001107652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004589933,0.02274907,0.01031848,0.7414069,0.205062,0.0001491731,0.00006588575,0.0003550125,0.01943451],"genre_scores_gemma":[0.04483388,0.05332446,0.03012663,0.4221337,0.4050056,0.001158869,0.0002069692,0.00172328,0.04148651],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6637817,"threshold_uncertainty_score":0.818561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253466418796906,"score_gpt":0.429026345247524,"score_spread":0.4036797033678334,"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."}}