{"id":"W3048840082","doi":"10.1007/978-3-030-44975-9_5","title":"Unmanned Remotely Operated Search and Rescue Ships in the Canadian Arctic: Exploring the Opportunities, Risk Dimensions and Governance Implications","year":2020,"lang":"en","type":"book-chapter","venue":"Springer polar sciences","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Search and rescue; Arctic; Corporate governance; Government (linguistics); Maritime safety; The arctic; Business; Sovereignty; Environmental resource management; Aeronautics; Geography; Environmental planning; Engineering; Political science; Environmental science; Computer science; Oceanography; Finance","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":[0.0003932461,0.0004497731,0.0001798401,0.001133401,0.005920682,0.00476928,0.000903214,0.0007774367,0.00803462],"category_scores_gemma":[0.0005438822,0.0001670814,0.0002421585,0.00365672,0.003927443,0.001146903,0.0009640088,0.0009490159,0.0004574615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05551992,"about_ca_system_score_gemma":0.08035248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9712417,"about_ca_topic_score_gemma":0.9909022,"domain_scores_codex":[0.999592,0.00004244851,0.000004112468,0.00003369765,0.0002009792,0.0001266081],"domain_scores_gemma":[0.9997943,0.00004085295,0.00001513098,0.000008114996,0.00009015743,0.00005151753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001603488,0.00002728881,0.003306485,0.0001991258,0.0000101418,0.0004249061,0.01569819,0.006023322,0.0005931361,0.755819,0.1002906,0.1175918],"study_design_scores_gemma":[0.000001950731,0.00001132526,0.009928367,0.000346141,0.0000095363,0.00009739632,0.02146053,0.001230827,0.0001560186,0.02630926,0.940425,0.00002372986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04407695,0.02715044,0.002829524,0.0151683,0.0004775008,0.00006026452,0.0003869077,0.00004330436,0.9098067],"genre_scores_gemma":[0.4345755,0.08341046,0.006650893,0.0018255,0.0002231411,0.00006328032,0.0005513137,0.00007734428,0.4726227],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05551992,"threshold_uncertainty_score":0.4028271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2088513490385192,"score_gpt":0.3178307158880524,"score_spread":0.1089793668495332,"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."}}