{"id":"W6966353435","doi":"10.4224/23003396","title":"National Research Council Canada peer reviewed publications, 2017","year":2018,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008081153,0.001390637,0.002255482,0.006188598,0.005112837,0.01226997,0.003690157,0.001935297,0.3309382],"category_scores_gemma":[0.03031452,0.001361949,0.0007673168,0.0117179,0.002127338,0.002870121,0.001749172,0.003722355,0.2648584],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.024456,"about_ca_system_score_gemma":0.1760115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7343858,"about_ca_topic_score_gemma":0.8566167,"domain_scores_codex":[0.9895872,0.0004652825,0.0005158294,0.0004520099,0.008190733,0.0007888994],"domain_scores_gemma":[0.8988129,0.003977467,0.00108196,0.003462236,0.08674733,0.005918046],"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":[0.00005607485,0.00004524645,0.0002193793,0.0003085406,0.000006239595,0.00004133337,0.00007710491,0.00006641245,0.0003262988,0.002805008,0.9509881,0.0450603],"study_design_scores_gemma":[0.000008045912,0.000007864252,0.001128939,0.0002469948,0.000006092098,0.00002671843,0.00009846449,0.00005706737,0.0002497245,0.0004925303,0.9976666,0.00001101764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001871928,0.0196196,0.004451942,0.02552891,0.01103571,0.001066586,0.1683587,0.002785812,0.7652809],"genre_scores_gemma":[0.00494319,0.01506802,0.006209887,0.00108829,0.000343771,0.00019587,0.05101685,0.0008866207,0.9202475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9938114,"threshold_uncertainty_score":0.9543355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.504004171158198,"score_gpt":0.4981906011185052,"score_spread":0.005813570039692795,"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."}}