{"id":"W2909127854","doi":"10.4095/296513","title":"20 Years of active layer monitoring in the Mackenzie Valley, Northwest Territories","year":2015,"lang":"en","type":"report","venue":"","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Geography; Layer (electronics); Physical geography; Remote sensing; Archaeology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003427266,0.000187597,0.0001832365,0.001076901,0.0007990482,0.0007195165,0.0007312092,0.0001948061,0.001369092],"category_scores_gemma":[0.0005323046,0.0002033987,0.0001322998,0.001912206,0.0002549683,0.0004788321,0.0007173954,0.0002629398,0.0003886461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002616582,"about_ca_system_score_gemma":0.00280782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7589031,"about_ca_topic_score_gemma":0.9067535,"domain_scores_codex":[0.9997146,0.00002828038,0.00002615398,0.00009258782,0.00006983405,0.00006860073],"domain_scores_gemma":[0.9993001,0.00004169521,0.0001688078,0.00004808945,0.0002624657,0.0001788963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005451365,0.00006159752,0.9766322,0.00004564658,0.00004558884,0.000170491,0.001189336,0.0001376245,0.001080947,0.0000580468,0.002003881,0.01852023],"study_design_scores_gemma":[0.000001801057,0.000009536919,0.9961231,0.00001342625,0.000008368535,0.00003991008,0.0006151042,0.0001468922,0.0001370073,0.000006144088,0.002895151,0.0000035193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831596,0.0004924546,0.0003597788,0.0001164255,0.000006871769,0.00006908734,0.01093226,0.00003811423,0.004825278],"genre_scores_gemma":[0.9755638,0.0007343823,0.001831717,0.0001415357,0.00001171811,0.0001246307,0.01461766,0.00002568233,0.006948846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410969,"threshold_uncertainty_score":0.4850335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598324496655377,"score_gpt":0.2793558232559645,"score_spread":0.2433725782894108,"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."}}