{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000347023,0.0002477299,0.0004951168,0.0001845853,0.0008998081,0.00002009963,0.000842682,0.00008859133,0.004947509],"category_scores_gemma":[0.0000489195,0.0003537899,0.0004109714,0.0009583294,0.00060116,0.0007180616,0.00126607,0.000382347,0.0004042974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050188,"about_ca_system_score_gemma":0.00006980722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210024,"about_ca_topic_score_gemma":0.0003241447,"domain_scores_codex":[0.997944,0.0001000897,0.0002674236,0.0005621856,0.0007753737,0.0003509412],"domain_scores_gemma":[0.9984508,0.00004856968,0.0005311646,0.0006507687,0.00007274307,0.0002460086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00115478,0.0007198342,0.9004481,0.001012037,0.0006413102,0.00222568,0.03367361,0.003646015,0.0009221085,0.000853527,0.03707212,0.01763081],"study_design_scores_gemma":[0.005762757,0.001255044,0.2336574,0.0008361317,0.001105191,0.000337003,0.1329764,0.001482606,0.0001930819,0.0003970647,0.6193982,0.002599163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533408,0.0001373237,0.001578885,0.0004556343,0.0003968847,0.0004120405,0.000480694,0.0001004891,0.04309727],"genre_scores_gemma":[0.9939188,0.00009838398,0.0002641846,0.00005053886,0.00002814479,2.06964e-7,0.0002076764,0.00001781632,0.005414215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6667908,"threshold_uncertainty_score":0.9998914,"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."}}