{"id":"W7018272883","doi":"","title":"A Comparison Of Environmental Assessment (EA) Prediction Practices For Offshore Oil And Gas In Canada And Nigeria: How Do They Compare To Best Practices In EA Literature In Relation To Seabirds And Marine Vertebrates?","year":2018,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Submarine pipeline; Offshore oil and gas; Environmental impact assessment; Relation (database); Fossil fuel; Best practice; Impact assessment","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":[0.002629862,0.0002027208,0.0001790969,0.002392235,0.001454203,0.002016111,0.0004387479,0.0002307893,0.000265356],"category_scores_gemma":[0.009243732,0.0001101193,0.0001873144,0.004558279,0.0007948523,0.0008490337,0.0007284536,0.0003301814,0.00004754947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01766583,"about_ca_system_score_gemma":0.01580644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.846961,"about_ca_topic_score_gemma":0.9534557,"domain_scores_codex":[0.9981407,0.0003989167,0.0001676851,0.0001348474,0.0008753494,0.0002824497],"domain_scores_gemma":[0.9925904,0.001211111,0.0009019198,0.0001822932,0.004793312,0.0003210293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001906549,0.00008017525,0.8472195,0.0004451238,0.00008239724,0.0006307369,0.01508119,0.008064402,0.001665755,0.003158008,0.001219444,0.1221626],"study_design_scores_gemma":[0.000004614286,0.00008683317,0.9236816,0.0002089739,0.00003689797,0.0001415155,0.06120695,0.004355819,0.001657821,0.000291446,0.008283666,0.000043901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987676,0.0009718327,0.0009498445,0.000601388,0.0000100288,0.000068675,0.0005108364,0.00001595742,0.009195421],"genre_scores_gemma":[0.9962215,0.001129218,0.001598873,0.00003773909,0.000001403794,0.0000123915,0.0002642125,0.000004107162,0.0007304582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153039,"threshold_uncertainty_score":0.3078805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651261898350451,"score_gpt":0.22224052822356,"score_spread":0.2057279092400555,"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."}}