{"id":"W2006441878","doi":"10.1071/mf04267","title":"Why otoliths? Insights from inner ear physiology and fisheries biology","year":2005,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":332,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Otolith; Biology; Extant taxon; Inner ear; Utricle; Fish <Actinopterygii>; Saccule; Fishery; Evolutionary biology; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001901701,0.0001428276,0.0002149334,0.00004841181,0.0002504302,0.00004903367,0.0001964857,0.0000853149,0.00913407],"category_scores_gemma":[0.00004159039,0.0001020321,0.00002106117,0.0001503497,0.0008055819,0.0001719014,0.003226695,0.0002640896,0.0002876228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003954865,"about_ca_system_score_gemma":0.000003492349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07285739,"about_ca_topic_score_gemma":0.1366971,"domain_scores_codex":[0.998581,0.000181223,0.0001617346,0.0004717984,0.0001793899,0.0004248853],"domain_scores_gemma":[0.9994991,0.0001101767,0.00002070927,0.0002350352,0.00001796427,0.0001170242],"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":[0.0001089938,0.0000860107,0.8623639,0.00002654531,0.00004295883,0.00001606667,0.0007036171,0.000001333142,0.01151304,0.0004312144,0.05086442,0.07384191],"study_design_scores_gemma":[0.0002315658,0.0001273436,0.2734431,0.000002718442,0.000003089196,0.000002720391,0.00003290023,0.0002875786,0.0007912077,0.005472364,0.7194976,0.0001078073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731261,0.0003373363,0.000002436166,0.003204102,0.00002182216,0.0001688691,0.00001251152,0.00002139337,0.02310548],"genre_scores_gemma":[0.9937048,0.001100612,0.0009774808,0.002002554,0.0001965133,0.00005071047,0.00003076635,0.00001624645,0.001920311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6686332,"threshold_uncertainty_score":0.9917717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398898159530216,"score_gpt":0.2864649232703456,"score_spread":0.246575107317324,"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."}}