{"id":"W6981572456","doi":"","title":"The Environmental Implications of Transportation Corridors in Northern Canada: A Survey Assessment of the Grays Bay Road and Port Project","year":2020,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Wilderness; Human settlement; Wilderness area; Land use; Environmental impact assessment; Arctic; Resource (disambiguation); Bay","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":[0.0007934667,0.0002330943,0.0001940599,0.00222772,0.002578666,0.002173802,0.0005734647,0.0002412965,0.001006512],"category_scores_gemma":[0.001647845,0.0001443064,0.00033352,0.007481629,0.0005701424,0.0005008923,0.0009239299,0.000378293,0.0001120496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02947014,"about_ca_system_score_gemma":0.06533124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941758,"about_ca_topic_score_gemma":0.9985675,"domain_scores_codex":[0.9993235,0.00005135223,0.00003957818,0.00005052582,0.0003771991,0.0001578885],"domain_scores_gemma":[0.9977976,0.0001625774,0.000184453,0.00002619985,0.001570913,0.0002582444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005080139,0.0000618394,0.8720989,0.00130771,0.0001411956,0.001322164,0.01753369,0.001660162,0.0009861307,0.002501337,0.01060625,0.09172983],"study_design_scores_gemma":[0.000001976737,0.00003688846,0.8937519,0.000662349,0.0001012313,0.0002146462,0.07016633,0.0007394754,0.0003148245,0.0001700227,0.03380787,0.00003242809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546131,0.00778249,0.0005639569,0.001763388,0.0000220739,0.0001798798,0.01301003,0.00002164228,0.02204333],"genre_scores_gemma":[0.9743226,0.01350375,0.001668357,0.0003304553,0.000004860108,0.00007456367,0.00449568,0.000008935067,0.005590772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02947014,"threshold_uncertainty_score":0.2138218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00699427987305098,"score_gpt":0.1973415695111147,"score_spread":0.1903472896380637,"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."}}