{"id":"W1983204158","doi":"10.4043/17575-ms","title":"East Coast of Canada: An Industry Perspective on the Opportunities and Challenges","year":2005,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Perspective (graphical); Business; Telecommunications; Computer science; Artificial intelligence","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":[0.001733831,0.0007455468,0.0003304919,0.003652784,0.01455073,0.01347718,0.001900816,0.004392084,0.01751545],"category_scores_gemma":[0.002495813,0.000337721,0.0004794571,0.006966243,0.00409984,0.003735088,0.002913627,0.004318114,0.001506916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09903491,"about_ca_system_score_gemma":0.2793713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906962,"about_ca_topic_score_gemma":0.9965631,"domain_scores_codex":[0.996496,0.0002076088,0.00007649162,0.0001938865,0.001272643,0.001753371],"domain_scores_gemma":[0.9927126,0.0003568004,0.0001810207,0.00006048731,0.00430367,0.002385368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006530643,0.0001246567,0.01997484,0.0009609303,0.00004031348,0.0026696,0.007137803,0.00108249,0.001174944,0.1490112,0.6672151,0.1505428],"study_design_scores_gemma":[0.000007594749,0.00003159301,0.01982838,0.00157992,0.0000254544,0.0003035089,0.03879617,0.0004356828,0.0002443393,0.004908177,0.93376,0.00007904293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02888988,0.05295637,0.00101658,0.5546267,0.003286283,0.00007544165,0.001762854,0.0001329639,0.3572528],"genre_scores_gemma":[0.4302364,0.1839904,0.00524047,0.1438881,0.00106015,0.00009179373,0.002240458,0.0001814633,0.2330707],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09903491,"threshold_uncertainty_score":0.7185519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516228321430312,"score_gpt":0.2235978491007842,"score_spread":0.1684355658864811,"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."}}