{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139583,0.0001898334,0.00009948344,0.001041732,0.000491094,0.000313646,0.0003063564,0.0002012608,0.00429798],"category_scores_gemma":[0.0004846271,0.0001506355,0.0001313759,0.0007038682,0.0002012324,0.0001350775,0.0002409418,0.0001265951,0.001052174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096107,"about_ca_system_score_gemma":0.001977894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.523808,"about_ca_topic_score_gemma":0.8482659,"domain_scores_codex":[0.9998208,0.000007327994,0.00001113953,0.00003266225,0.00009360567,0.00003459613],"domain_scores_gemma":[0.9996442,0.00002035596,0.00008629789,0.00001495499,0.0001813458,0.00005286858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002723873,0.00007964911,0.4775359,0.0001401166,0.00003206614,0.0004286392,0.001149713,0.0004301,0.466752,0.0005347253,0.008924482,0.04372022],"study_design_scores_gemma":[0.00001527499,0.00005006057,0.9748175,0.00002140838,0.00001560804,0.00009102801,0.0004369559,0.0006508746,0.01428416,0.00004733117,0.009560362,0.000009459447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638095,0.0002509826,0.003963824,0.0002432841,0.00001533157,0.000281935,0.01385405,0.0001854145,0.0173956],"genre_scores_gemma":[0.9113703,0.0004184378,0.01712764,0.0002791416,0.000008360614,0.0002940447,0.02530925,0.0001825821,0.04501015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.523808,"threshold_uncertainty_score":0.9579928,"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."}}