{"id":"W1994988219","doi":"10.1577/t04-165.1","title":"Comparison of Solution‐Based versus Laser Ablation Inductively Coupled Plasma Mass Spectrometry for Analysis of Larval Fish Otolith Microelemental Composition","year":2006,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor","keywords":"Otolith; Inductively coupled plasma mass spectrometry; Laser ablation; Environmental science; Strontium; Chemistry; Mass spectrometry; Environmental chemistry; Fish <Actinopterygii>; Fishery; Biology; Chromatography; Laser; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001603297,0.0001261964,0.0004128057,0.00006346263,0.0001955255,0.00001161104,0.0002471642,0.00004649161,0.001258404],"category_scores_gemma":[0.000007253751,0.0001151978,0.0005270381,0.001558857,0.001237643,0.0001590521,0.00002359742,0.0001285735,4.531005e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230111,"about_ca_system_score_gemma":0.00002946769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004369832,"about_ca_topic_score_gemma":0.0008491505,"domain_scores_codex":[0.9987163,0.00006771649,0.0004044162,0.000200862,0.0003974324,0.0002133048],"domain_scores_gemma":[0.9990379,0.0001653433,0.0004466811,0.0002626728,0.00005700929,0.00003046054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001869653,0.001227974,0.5981416,0.00008351899,0.001810408,8.2491e-8,0.0008137039,0.04529326,0.3465464,0.00001873959,0.002606002,0.001588712],"study_design_scores_gemma":[0.002290125,0.0009998479,0.5806745,0.000007078735,0.001466084,3.386733e-7,0.002709439,0.2028688,0.207738,0.00003400507,0.0009153027,0.0002963946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934157,0.000001244579,0.06383857,0.0003367909,0.00004800848,0.0003136392,0.000389446,0.00001401588,0.0009012654],"genre_scores_gemma":[0.9822775,0.000004411155,0.01742398,0.00002872894,0.00001092041,0.00002881906,0.000110655,0.00001128284,0.0001036929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575756,"threshold_uncertainty_score":0.9996546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610616751541793,"score_gpt":0.2862056089018725,"score_spread":0.2600994413864546,"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."}}