{"id":"W3167994396","doi":"10.5751/ace-01860-160122","title":"Bird strandings and bright lights at coastal and offshore industrial sites in Atlantic Canada","year":2021,"lang":"en","type":"article","venue":"Avian Conservation and Ecology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Submarine pipeline; Geography; Fishery; Ecology; Oceanography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002315811,0.0001811783,0.000197356,0.001281342,0.00186683,0.0008617514,0.0006314676,0.0004334478,0.003834106],"category_scores_gemma":[0.0006925245,0.0002402937,0.0002273993,0.002059985,0.0007093195,0.0002944727,0.0009005676,0.0004197063,0.0004351325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005405469,"about_ca_system_score_gemma":0.004567106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9725233,"about_ca_topic_score_gemma":0.9964791,"domain_scores_codex":[0.9997292,0.00001572281,0.0000104547,0.00004657799,0.00008163247,0.00011634],"domain_scores_gemma":[0.9987697,0.00008113506,0.0003011005,0.00002568856,0.0003813894,0.0004410028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008544091,0.00001827359,0.9892473,0.00003694009,0.00003813833,0.0001285248,0.001544394,0.00006800715,0.0004377688,0.00005510191,0.001448611,0.00689156],"study_design_scores_gemma":[0.000001441122,0.000006322249,0.9975064,0.00001926841,0.000005815903,0.00001582459,0.002003425,0.00002770667,0.00001811392,0.000007245778,0.0003853198,0.000003224276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995162,0.0004881695,0.00004141471,0.000156861,0.00001551124,0.00000792205,0.00180924,0.000006092129,0.002312853],"genre_scores_gemma":[0.9961213,0.0004981901,0.0001165999,0.00006133373,0.00000550698,0.000005412107,0.00126455,0.000005212775,0.001921934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02747667,"threshold_uncertainty_score":0.05527693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632673388569868,"score_gpt":0.1781866264919822,"score_spread":0.1618598926062835,"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."}}