{"id":"W6910281329","doi":"10.4224/23000861","title":"National Research Council Canada peer reviewed publications, 2015","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Research council; Citation; Bibliometrics; Danish","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008052506,0.001347268,0.002134686,0.0062539,0.004718,0.01152789,0.00349842,0.001841801,0.2721705],"category_scores_gemma":[0.02922403,0.00139845,0.0006742589,0.01236331,0.002019403,0.002572094,0.001523712,0.003240371,0.2079491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02538199,"about_ca_system_score_gemma":0.1535705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7489689,"about_ca_topic_score_gemma":0.8670297,"domain_scores_codex":[0.9904545,0.0004179617,0.0004971132,0.0004425728,0.007516165,0.0006716828],"domain_scores_gemma":[0.9147234,0.003264393,0.0009899514,0.002802815,0.07353766,0.004681869],"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":[0.00005709193,0.00004066747,0.0002386381,0.0003198927,0.000006332613,0.00004071167,0.000082944,0.00007705614,0.0003068327,0.002552816,0.945393,0.05088416],"study_design_scores_gemma":[0.000007999006,0.000008155349,0.001463587,0.0002505585,0.000006402342,0.00002490233,0.00008661134,0.00006055875,0.0002537094,0.0004394277,0.997387,0.00001115729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002155336,0.02687555,0.005146711,0.02632539,0.01035937,0.001208927,0.1923949,0.002821649,0.7327122],"genre_scores_gemma":[0.005940927,0.0173834,0.007722554,0.001080856,0.0003260158,0.0001976403,0.04853826,0.0007712772,0.9180391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9937461,"threshold_uncertainty_score":0.9105011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4253380426362933,"score_gpt":0.4811834060273146,"score_spread":0.05584536339102131,"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."}}