{"id":"W3014359417","doi":"10.20381/ruor-24307","title":"Development and Management of Low-Impact Shipping Corridors in Nunavut: workshop discussion paper.","year":2019,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Business; Operations management; Environmental resource management; Geography; Environmental science; Engineering","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":[0.002804509,0.0005161399,0.0001683465,0.0004565565,0.006027837,0.003848131,0.002346016,0.001756268,0.007325001],"category_scores_gemma":[0.002248518,0.0002570518,0.0002797054,0.0009628847,0.001245932,0.001917799,0.002859071,0.001342426,0.0004878141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01848345,"about_ca_system_score_gemma":0.04565223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7493135,"about_ca_topic_score_gemma":0.8761021,"domain_scores_codex":[0.9988416,0.000327714,0.0000296806,0.0001229785,0.0001825575,0.0004956093],"domain_scores_gemma":[0.998356,0.0001895067,0.00007248406,0.00003982396,0.0006529939,0.0006891093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002774549,0.0006171929,0.04515874,0.003484604,0.00005026783,0.00498147,0.1167205,0.009381212,0.01002952,0.0357896,0.2681162,0.5053933],"study_design_scores_gemma":[0.00002007049,0.000154141,0.03174635,0.002194819,0.00002936739,0.0002522167,0.1192803,0.0009358164,0.001987468,0.001806049,0.8415132,0.00008024024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4009652,0.07262579,0.02230707,0.1759241,0.007800075,0.003960115,0.003359535,0.0004824543,0.3125757],"genre_scores_gemma":[0.7898257,0.04113723,0.02685125,0.007382168,0.0003175278,0.001597993,0.002469949,0.0001700092,0.1302482],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2506865,"threshold_uncertainty_score":0.5043257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05890070123089564,"score_gpt":0.3574251976481124,"score_spread":0.2985244964172167,"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."}}