{"id":"W6964008212","doi":"10.25316/ir-3064","title":"Plan Canada - Volume 49, Number 1 (Spring 2009)","year":2009,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; BC Hydro; Pacific Institute for Climate Solutions; University of Northern British Columbia","keywords":"Volume (thermodynamics); Plan (archaeology); Five year plan","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002120235,0.0004538178,0.0005104346,0.0002637276,0.0001154904,0.00005174071,0.0005071097,0.0003936266,0.007500046],"category_scores_gemma":[0.000004236384,0.0004862163,0.0001557151,0.0004981617,0.00005579593,0.0003842993,0.00007992149,0.0005021329,0.0001219933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075066,"about_ca_system_score_gemma":0.0002962067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2184749,"about_ca_topic_score_gemma":0.9934794,"domain_scores_codex":[0.9985811,0.00004414463,0.0001490732,0.0004067433,0.0003149932,0.0005040173],"domain_scores_gemma":[0.9991686,0.00002369891,0.00008301936,0.0005055896,0.00001251979,0.0002065101],"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":[0.000009108712,0.000008638509,0.001678489,0.00007833256,0.0001569143,0.0001600409,0.00003717596,0.006184882,0.000002349836,0.00003483434,0.9912344,0.0004148965],"study_design_scores_gemma":[0.0002771025,0.00001002997,0.0005150002,0.00009314768,0.00009804385,0.000001751216,0.0001550858,0.001378352,0.00003912133,0.00001998178,0.9968234,0.0005890026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003655279,0.0002116285,0.0009425952,0.0001125961,0.0007203048,0.0001522607,0.0003521212,0.00066502,0.996478],"genre_scores_gemma":[0.01151755,0.0004160839,0.0005914501,0.0001163517,0.0003759711,3.847334e-7,0.00004619238,0.0002443382,0.9866917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7750045,"threshold_uncertainty_score":0.999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002592149271374527,"score_gpt":0.1507634708203951,"score_spread":0.1481713215490206,"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."}}