{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.09212874,0.00008457941,0.0001704378,0.0001818818,0.000324244,0.0008462694,0.002951538,0.00009353282,0.007629603],"category_scores_gemma":[0.378555,0.00004584535,0.00003761257,0.001482284,0.0001456421,0.001674082,0.0003469651,0.0003323082,0.001197997],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003340843,"about_ca_system_score_gemma":0.0244319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02978981,"about_ca_topic_score_gemma":0.1919025,"domain_scores_codex":[0.962561,0.0004988289,0.000572864,0.0005230465,0.03544303,0.0004012402],"domain_scores_gemma":[0.9269975,0.004907865,0.0002085268,0.0008226495,0.06674515,0.000318251],"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":[0.000003557812,0.00000740622,0.001330964,8.286816e-7,0.000003167562,5.919242e-7,0.00002855925,3.186026e-7,0.0001496252,0.02214251,0.953429,0.0229035],"study_design_scores_gemma":[0.0001282778,0.000003955263,0.003008708,0.00001565328,8.291366e-7,0.00000341342,0.000066784,0.00004362466,0.00004309296,0.1059912,0.8906225,0.00007195561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00178459,0.0002268652,0.0002643343,0.3377207,0.0004127131,0.0001394496,0.0000885921,0.00002484504,0.6593379],"genre_scores_gemma":[0.6407829,0.00008833961,0.0005871264,0.002334625,0.0004730774,0.00006476969,0.000004582489,0.00001094049,0.3556537],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6389983,"threshold_uncertainty_score":0.9995797,"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."}}