{"id":"W4401709753","doi":"10.1111/jfb.15904","title":"Examining fish scale biomineral from Atlantic salmon populations","year":2024,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Biology; Microchemistry; Scale (ratio); Calcium; Fish <Actinopterygii>; Apatite; Trace element; Range (aeronautics); Scanning electron microscope; Zoology; Fishery; Mineralogy; Materials science; Metallurgy; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002772049,0.0001997215,0.0001610963,0.0006616808,0.0004332158,0.00027989,0.0002017474,0.0002033068,0.001075917],"category_scores_gemma":[0.0005907757,0.0001428323,0.0001294388,0.0004628684,0.0003670093,0.0002328939,0.0006858746,0.0001759921,0.0001511857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101956,"about_ca_system_score_gemma":0.0002218077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01649726,"about_ca_topic_score_gemma":0.06034443,"domain_scores_codex":[0.9998187,0.00001319128,0.00001837005,0.00007052941,0.00005720138,0.00002202582],"domain_scores_gemma":[0.9996878,0.00003194556,0.00009041421,0.00002182905,0.0001339044,0.00003403264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001389079,0.00002890729,0.6862017,0.00007373244,0.00009826224,0.0001220716,0.002334284,0.0001100908,0.2898026,0.0001205491,0.0001382901,0.02083048],"study_design_scores_gemma":[0.000001981072,0.0000840785,0.9923768,0.00000424575,0.00002609287,0.0001222644,0.0007395504,0.000102958,0.005992481,0.0000321616,0.0005126313,0.000004849618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987628,0.00006632231,0.0003090744,0.000009497428,0.000001328437,0.000005696591,0.0001361745,0.000003190416,0.0007059135],"genre_scores_gemma":[0.9980152,0.00007159683,0.000816673,0.00002758588,0.000002060623,0.0000169465,0.0003286749,0.000007168773,0.0007142375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01649726,"threshold_uncertainty_score":0.03280246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04850811936600682,"score_gpt":0.2909506177677976,"score_spread":0.2424424984017907,"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."}}