{"id":"W4319595968","doi":"10.1061/9780784484487.ch10","title":"Description of the Work Done in the National Research Council Canada, Ottawa","year":2023,"lang":"en","type":"book-chapter","venue":"American Society of Civil Engineers eBooks","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermistor; Research council; Work (physics); Engineering; Archaeology; Geography; Electrical engineering; Mechanical engineering; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001917095,0.001591693,0.001102922,0.007071388,0.005739447,0.006994118,0.002616601,0.001506923,0.2136472],"category_scores_gemma":[0.002070375,0.001049784,0.0006112069,0.01620759,0.001822697,0.002666939,0.001889195,0.001889542,0.1365071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04102461,"about_ca_system_score_gemma":0.07023571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8667652,"about_ca_topic_score_gemma":0.9426413,"domain_scores_codex":[0.9970919,0.0001121882,0.0001177151,0.0004442096,0.001870781,0.0003632187],"domain_scores_gemma":[0.9964722,0.0001359522,0.00007905583,0.0003147674,0.002573074,0.0004248183],"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":[0.00004295355,0.00004331885,0.0005683183,0.0005667903,0.000006521558,0.0001306797,0.0004122019,0.0004297652,0.001685108,0.012846,0.7566566,0.2266117],"study_design_scores_gemma":[9.42137e-7,0.000004154592,0.0005871713,0.00005990432,0.000001573714,0.00002887519,0.00007079385,0.00002913565,0.00013499,0.0001963384,0.9988794,0.000006668374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001489612,0.02191992,0.00583161,0.004968732,0.003391872,0.000601633,0.01689191,0.001828783,0.943076],"genre_scores_gemma":[0.002089201,0.007572752,0.004089085,0.0004525659,0.00009246529,0.00008902313,0.004128548,0.0005323413,0.9809539],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2136472,"threshold_uncertainty_score":0.7147211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439993118136695,"score_gpt":0.2538531148403335,"score_spread":0.109853803026664,"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."}}