{"id":"W7112688291","doi":"","title":"Molecular Identification of Egg Samples to Identify Lake Trout Spawning Habitat in Lake Ontario","year":2025,"lang":"en","type":"other","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trout; Habitat; Fish <Actinopterygii>; Salmonidae; Salvelinus; Identification (biology); Reproduction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003511432,0.0007360025,0.001562687,0.001923449,0.0001050032,0.0002250439,0.001225024,0.0004665349,0.00024106],"category_scores_gemma":[0.00008363048,0.0009907447,0.0005885627,0.001020418,0.0002441784,0.0005296879,0.0004240125,0.0003871864,0.0006656719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329816,"about_ca_system_score_gemma":0.002445683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05195186,"about_ca_topic_score_gemma":0.677225,"domain_scores_codex":[0.995255,0.0001938262,0.001438803,0.001262993,0.001191714,0.0006576775],"domain_scores_gemma":[0.9957411,0.00009201899,0.002051953,0.001388085,0.0003178211,0.0004089782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001090452,0.0005507984,0.4645771,0.004243402,0.001847891,0.003453617,0.00715123,0.001006435,0.009222739,0.0005811132,0.5056186,0.0006566816],"study_design_scores_gemma":[0.002970323,0.0003487625,0.1238926,0.00939382,0.0007903947,0.0001113366,0.009528347,0.000009316317,0.002452817,0.00008701665,0.8484371,0.001978112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1890872,0.0002429125,0.002853878,0.00002447493,0.0020618,0.002805363,0.007447004,0.000693583,0.7947838],"genre_scores_gemma":[0.3553386,0.000002038908,0.0002957727,0.000004760943,0.0000390623,0.000001600416,0.000756446,0.0003039569,0.6432578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6252731,"threshold_uncertainty_score":0.9992543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450281375585173,"score_gpt":0.2239245865902312,"score_spread":0.2094217728343795,"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."}}