{"id":"W1997268230","doi":"10.1139/f2012-058","title":"Estuarine ingress timing as revealed by spectral analysis of otolith life history scans","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Marine Fisheries Service; National Science Foundation","keywords":"Otolith; Estuary; Juvenile; Life history; Environmental science; Oceanography; Ecology; Fish <Actinopterygii>; Fishery; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001596797,0.0001599743,0.0001105802,0.0007966893,0.0001479732,0.0002564921,0.0001045277,0.0001226608,0.0005157507],"category_scores_gemma":[0.0006101836,0.0001145537,0.00008885907,0.0004750603,0.0001265473,0.0002167068,0.0002271869,0.0001425376,0.0001607584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221862,"about_ca_system_score_gemma":0.00008468966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003514633,"about_ca_topic_score_gemma":0.01239375,"domain_scores_codex":[0.9999456,0.000006086249,0.0000059411,0.0000168489,0.00001585988,0.000009593943],"domain_scores_gemma":[0.9995173,0.0000870891,0.0002176444,0.00003128088,0.0001128928,0.00003373919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000215769,0.00002712687,0.8509383,0.00001927958,0.00004916677,0.0001100518,0.0003354755,0.0003496882,0.1349476,0.00007863867,0.00009691696,0.01283203],"study_design_scores_gemma":[4.953451e-7,0.00002242191,0.9971717,8.333546e-7,0.000004686062,0.00003676318,0.0000515246,0.0003151386,0.002292758,0.000008425145,0.00009304638,0.000002261287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991331,0.00002658809,0.0002660185,0.000003063434,7.960944e-7,0.000001151062,0.0001814355,0.000006942126,0.0003809315],"genre_scores_gemma":[0.9988487,0.00003770364,0.0003706967,0.000003592627,0.000001288526,0.000003520755,0.0003740591,0.000004362416,0.0003560747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003514633,"threshold_uncertainty_score":0.006988406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037841547284674,"score_gpt":0.2424028010795229,"score_spread":0.2120243856066762,"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."}}