{"id":"W7057437625","doi":"","title":"Infrastructure Risk Resilience Reporter (IR3) - December 2015","year":2015,"lang":"en","type":"other","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Industry Canada; Polytechnique Montréal","keywords":"Resilience (materials science); Interdependence; Information sharing; Critical infrastructure; Information networks; Telecommunications network; Information infrastructure; Information system","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":[0.0001643691,0.0008684363,0.0007772071,0.001757229,0.0008873812,0.0001953257,0.001696782,0.0006431849,0.06726605],"category_scores_gemma":[0.00002600184,0.001021312,0.0004699134,0.001502812,0.001112925,0.0005512842,0.001410003,0.001149942,0.0001790608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004038386,"about_ca_system_score_gemma":0.004290591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950398,"about_ca_topic_score_gemma":0.0002434897,"domain_scores_codex":[0.9953942,0.000474342,0.0004661001,0.001500006,0.001333448,0.0008319013],"domain_scores_gemma":[0.9964683,0.0001012964,0.0008478506,0.001306972,0.000321582,0.000954016],"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":[0.0002073534,0.0001175427,0.009748343,0.00006334254,0.0004004293,0.002326,0.00007120232,0.0002186897,0.0001558854,0.01171016,0.972717,0.00226399],"study_design_scores_gemma":[0.001687295,0.0001049642,0.0008924204,0.0002180584,0.0003722138,0.00004140707,0.001318632,0.0001263809,0.0001970584,0.00006318192,0.9939862,0.0009921731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002408395,0.0002590555,0.0006000991,0.0002442453,0.001519587,0.0008473604,0.00133045,0.0004730656,0.9923177],"genre_scores_gemma":[0.009012741,0.0001694163,0.0006386839,0.00006956822,0.001108203,0.000001459723,0.0009844321,0.0002058979,0.9878096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06708699,"threshold_uncertainty_score":0.9992237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004472914472492191,"score_gpt":0.1909616818737052,"score_spread":0.1864887674012131,"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."}}