{"id":"W4282983605","doi":"10.1007/s42947-022-00198-3","title":"Impact of Climate Change on Pavement Performance in Canada’s Newfoundland Island","year":2022,"lang":"en","type":"article","venue":"International Journal of Pavement Research and Technology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Memorial University of Newfoundland","funders":"","keywords":"Downscaling; Climate change; Environmental science; Morphing; Climate model; Baseline (sea); Climatology; Computer science; Geology","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":[0.0003855121,0.000279494,0.0002873375,0.0008587991,0.002290718,0.00167725,0.0009483962,0.0005895228,0.00262092],"category_scores_gemma":[0.0009342911,0.0001829879,0.0005022132,0.001551763,0.000986394,0.0004944541,0.0008117317,0.0007348043,0.0003005659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03774646,"about_ca_system_score_gemma":0.02348045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968532,"about_ca_topic_score_gemma":0.9989433,"domain_scores_codex":[0.9993739,0.00004030978,0.0000247235,0.00008859382,0.000143541,0.0003289015],"domain_scores_gemma":[0.9984658,0.0001177218,0.0001517955,0.00005620543,0.0008548677,0.0003537471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000398037,0.0001956381,0.9623444,0.00006951942,0.0002045951,0.0006289526,0.001398761,0.005520465,0.002120945,0.0005178386,0.008040764,0.01856008],"study_design_scores_gemma":[0.000003913784,0.00001293508,0.9947802,0.00001417105,0.00001959225,0.00002111515,0.001718316,0.001045389,0.0001950569,0.00001746848,0.002161189,0.00001073963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921504,0.0001835692,0.00007473696,0.0005830367,0.00001749621,0.00001072082,0.001899481,0.00001766577,0.00506284],"genre_scores_gemma":[0.9961229,0.0001146303,0.00009642808,0.00007421089,0.000004062357,0.000005112831,0.0007190575,0.000006596624,0.002857096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03774646,"threshold_uncertainty_score":0.273871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06584169776911,"score_gpt":0.3333700231316959,"score_spread":0.267528325362586,"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."}}