{"id":"W7027002267","doi":"","title":"From Challenges to Opportunities: Towards Future
\\nStrategies and a Decision Support Framework for
\\nOil Spill Preparedness and Response in Offshore
\\nNewfoundland and Labrador","year":2012,"lang":"en","type":"report","venue":"Memorial University Research Repository (Memorial University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spillage; Oil spill; Variety (cybernetics); Preparedness; Submarine pipeline; Petroleum; Warning system; Scale (ratio); Contingency plan","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":[0.02233284,0.001653399,0.001159321,0.003197771,0.004412712,0.03246549,0.006857712,0.008422769,0.0143699],"category_scores_gemma":[0.01766173,0.001014943,0.001643715,0.00313689,0.007678475,0.02260449,0.01065251,0.005567097,0.002517187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009971212,"about_ca_system_score_gemma":0.03056144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05249349,"about_ca_topic_score_gemma":0.05939885,"domain_scores_codex":[0.9903104,0.004735621,0.000689311,0.001067238,0.001953655,0.001243833],"domain_scores_gemma":[0.9843026,0.006298488,0.001061948,0.0008019531,0.00438277,0.003152255],"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":[0.0001693967,0.0006363951,0.003196517,0.001037067,0.00009517166,0.0006687994,0.003182499,0.07141706,0.00111145,0.6885734,0.07313409,0.1567781],"study_design_scores_gemma":[0.00005901056,0.0001666948,0.0009301431,0.002016956,0.0000561255,0.0001885949,0.02177662,0.229294,0.001123094,0.4717299,0.2724817,0.0001770871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02237336,0.008868257,0.5199844,0.3168482,0.002262634,0.001322974,0.001452024,0.003481335,0.1234067],"genre_scores_gemma":[0.2331661,0.009516766,0.7185952,0.007489236,0.0006856068,0.0007779411,0.002664796,0.0003464441,0.02675791],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9475065,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021628682515067,"score_gpt":0.3240067651652053,"score_spread":0.2218438969136986,"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."}}