{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002903863,0.00003899246,0.00009895137,0.00004245145,0.0002198211,0.00003826219,0.0003455921,0.00002102861,0.0001162878],"category_scores_gemma":[0.0008261008,0.00002697173,0.00006056649,0.0001109294,0.000172196,0.0001510596,0.00001471615,0.0001619699,0.000005775309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390187,"about_ca_system_score_gemma":0.001106451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002523942,"about_ca_topic_score_gemma":0.002420574,"domain_scores_codex":[0.9980376,0.0001094432,0.0004517676,0.00004331516,0.001262643,0.00009528362],"domain_scores_gemma":[0.9972227,0.0001042758,0.0006313183,0.00006860962,0.001884995,0.00008816457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004626936,0.0001038611,0.001003179,0.00002502645,0.00004855028,0.000001229596,0.006673769,7.438874e-7,0.0002091165,0.1148123,0.5514886,0.3255873],"study_design_scores_gemma":[0.0001911501,0.00005946338,0.001967578,0.0002791377,0.000004399602,0.00002173698,0.003443216,0.000002333678,0.0002707241,0.005007077,0.9887181,0.0000350856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1084298,0.003984541,0.00006169584,0.8223203,0.02172133,0.000334142,0.00002602712,0.000008208563,0.04311393],"genre_scores_gemma":[0.9792254,0.01002515,0.001512212,0.004954571,0.001277349,0.000002479662,0.00001135059,0.000005443917,0.002986042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8707955,"threshold_uncertainty_score":0.1962797,"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."}}