{"id":"W7008093576","doi":"","title":"Atlantic Flyway Review Fall 2021 Report","year":2022,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Colcom Foundation; New York State Department of Environmental Conservation","keywords":"Flyway; Fishing; Ectotherm; Key (lock); Feature (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004544447,0.0006136453,0.0003735142,0.002239799,0.0006378584,0.00186268,0.0007165297,0.0008261557,0.3917056],"category_scores_gemma":[0.001688496,0.0002468746,0.0002538179,0.002357542,0.000177072,0.001093328,0.0009265984,0.000854813,0.2409597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008966787,"about_ca_system_score_gemma":0.002327375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02483003,"about_ca_topic_score_gemma":0.04469674,"domain_scores_codex":[0.9995394,0.00004006625,0.00005665949,0.00005561591,0.0002363409,0.00007194139],"domain_scores_gemma":[0.9980745,0.0001163955,0.0001397163,0.0001077095,0.001259664,0.000302036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002542332,0.00001728201,0.0004475337,0.0002657762,0.000002463609,0.00003590765,0.00001037822,0.00001055513,0.00008111152,0.0001866924,0.8906373,0.1082795],"study_design_scores_gemma":[0.000003022916,0.000005545805,0.002046073,0.0003116821,0.00000179523,0.00004244154,0.00002005334,0.000007611605,0.00001873679,0.00003009946,0.997511,0.000001778986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002030123,0.04412534,0.000536252,0.01262582,0.02288536,0.0006043034,0.04380484,0.0008275969,0.8725604],"genre_scores_gemma":[0.005726698,0.03656549,0.0006759643,0.003887762,0.003612208,0.0002644012,0.02835732,0.0002307134,0.9206794],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3917056,"threshold_uncertainty_score":0.8676581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125737506164052,"score_gpt":0.1734839961436565,"score_spread":0.162226621082016,"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."}}