{"id":"W4387880094","doi":"10.1007/s00227-023-04311-3","title":"Individual variation and repeatability of Atlantic tarpon Megalops atlanticus migrations in the southern US: implications for conservation and management","year":2023,"lang":"en","type":"article","venue":"Marine Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Biology; Foraging; Ecology; Habitat; Fishery; Range (aeronautics); Population; Fisheries management; Fishing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005463911,0.00004785301,0.00007461769,0.00004124198,0.00007051212,0.00001322677,0.00009481371,0.0000352449,0.0000758677],"category_scores_gemma":[0.00007795898,0.00003480414,0.00001132851,0.0002232306,0.0001283371,0.00003771773,0.0002549534,0.00003767249,0.000003366107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001176356,"about_ca_system_score_gemma":0.000003476018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008336319,"about_ca_topic_score_gemma":0.006164489,"domain_scores_codex":[0.9994504,0.00007480315,0.0001494288,0.0001675042,0.00004590695,0.0001118882],"domain_scores_gemma":[0.9996042,0.0001822148,0.00004007111,0.0001512857,0.00000800406,0.00001426936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001084474,0.00002042846,0.9885635,0.00002084528,0.000007161026,1.915579e-7,0.0004217228,0.000001891404,0.0001896931,0.002390616,0.0002190357,0.008154075],"study_design_scores_gemma":[0.0001896336,0.00005339799,0.9854274,7.906732e-7,0.000009666334,0.000001728279,0.0001113962,0.0006723111,0.000002450105,0.006113616,0.007385986,0.00003165436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927243,0.000001889502,0.0002418736,0.004710496,0.00000950691,0.000506149,0.00003371037,0.00001025985,0.001761819],"genre_scores_gemma":[0.9985904,0.00008267631,0.0005328259,0.0001269562,0.000009186343,0.0001573748,0.0003450629,0.000003036083,0.0001525012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00812242,"threshold_uncertainty_score":0.9982672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826687217889948,"score_gpt":0.274377506949591,"score_spread":0.2461106347706915,"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."}}