{"id":"W7055068545","doi":"","title":"Atlantic sturgeon eDNA on the Cape Fear River, North Carolina","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cape; Sturgeon; Fish <Actinopterygii>; Nova scotia; Waterfowl","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":[],"consensus_categories":[],"category_scores_codex":[0.0001135581,0.0001642163,0.000227354,0.0009738096,0.00236273,0.0004428373,0.0005660154,0.0004262436,0.005942957],"category_scores_gemma":[0.0004240042,0.0001680455,0.0002185738,0.000860751,0.0005659555,0.000293916,0.001091902,0.0003517514,0.0009530286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328863,"about_ca_system_score_gemma":0.002500782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.649515,"about_ca_topic_score_gemma":0.9288043,"domain_scores_codex":[0.9998548,0.000006054401,0.000004054322,0.00004750453,0.00005558494,0.0000320396],"domain_scores_gemma":[0.9995949,0.00003708188,0.00004126432,0.00001966255,0.0002260804,0.0000811178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009290695,0.0001710505,0.8026426,0.0002457869,0.0001739567,0.005176841,0.007877677,0.007298598,0.06137993,0.002035238,0.03171831,0.08035086],"study_design_scores_gemma":[0.0000179767,0.00009088285,0.9738005,0.00006614334,0.00004818308,0.0001619926,0.005871068,0.001639086,0.00161616,0.0001944321,0.0164685,0.00002498123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703661,0.0000767605,0.0003936997,0.0002372376,0.0000245455,0.00003293849,0.001391858,0.00007811428,0.02739882],"genre_scores_gemma":[0.9743201,0.00008428201,0.0008016609,0.0001160844,0.000005493844,0.00003214048,0.001047054,0.00003480252,0.02355842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.649515,"threshold_uncertainty_score":0.7050982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133813292263946,"score_gpt":0.2176477022070906,"score_spread":0.2063095692844512,"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."}}