{"id":"W2090887210","doi":"10.3138/ptc.57.4.251","title":"Peering into Peer Review","year":2005,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peering; Computer science; Peer review; World Wide Web; The Internet; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06661953,0.003480527,0.007434451,0.01927494,0.01503259,0.03519606,0.005988216,0.01051054,0.2682739],"category_scores_gemma":[0.3042733,0.002474643,0.003153555,0.01278011,0.008334273,0.01103685,0.01193544,0.008679924,0.339321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00624259,"about_ca_system_score_gemma":0.07699282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009047616,"about_ca_topic_score_gemma":0.01633456,"domain_scores_codex":[0.8993675,0.01758522,0.01261812,0.006486573,0.05623368,0.007709011],"domain_scores_gemma":[0.3582565,0.02944957,0.01513586,0.05315359,0.5141574,0.0298472],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007850718,0.00008547325,0.0005773465,0.00106551,0.00007138806,0.0001775334,0.0006450112,0.00009208333,0.001452875,0.00370454,0.8754419,0.1166078],"study_design_scores_gemma":[0.00007303904,0.00006969255,0.004697735,0.0008922603,0.00008049334,0.000330572,0.0007313666,0.0007271337,0.001240908,0.009308336,0.9817463,0.0001021266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01143911,0.0115946,0.04523795,0.140257,0.3383882,0.02136218,0.007057761,0.01331323,0.41135],"genre_scores_gemma":[0.03384398,0.007989196,0.03022583,0.005813489,0.03334013,0.005465076,0.006525761,0.004445268,0.8723512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.980725,"threshold_uncertainty_score":0.8974656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3929032140128865,"score_gpt":0.5880770106911629,"score_spread":0.1951737966782764,"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."}}