{"id":"W7065127516","doi":"","title":"Development of performance measures for integrated management of Canada's core public infrastructure","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core (optical fiber); Measure (data warehouse); Key (lock); Development (topology); Government (linguistics); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.02144357,0.001115306,0.0007149864,0.006868197,0.002995925,0.007666581,0.003750012,0.001129566,0.005500552],"category_scores_gemma":[0.05377676,0.0003268038,0.0006700532,0.00754337,0.001163341,0.003879176,0.002447401,0.001388626,0.000998684],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07279731,"about_ca_system_score_gemma":0.1650086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8710863,"about_ca_topic_score_gemma":0.8477684,"domain_scores_codex":[0.9744664,0.003133933,0.001284417,0.001019897,0.01659321,0.003502125],"domain_scores_gemma":[0.8912222,0.006046411,0.00568457,0.002332841,0.08945362,0.005260417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005702047,0.00118422,0.2808437,0.001250387,0.0003752537,0.0001780906,0.002212828,0.07577834,0.004593652,0.07941367,0.1187515,0.4348482],"study_design_scores_gemma":[0.0001533177,0.001303645,0.7031329,0.00100143,0.0003737573,0.00009245115,0.01157608,0.1422322,0.01851365,0.0102468,0.1110795,0.0002942105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4374445,0.002109356,0.102451,0.01603228,0.0006364564,0.01075258,0.03163028,0.004165086,0.3947785],"genre_scores_gemma":[0.8901379,0.000643755,0.07926497,0.0005740799,0.00006786468,0.0015114,0.009198489,0.0001678094,0.01843373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9272027,"threshold_uncertainty_score":0.5281839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765427892107235,"score_gpt":0.2402023745214759,"score_spread":0.2225480956004036,"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."}}