{"id":"W3183274189","doi":"10.2110/palo.2020.045","title":"EVALUATING COMPOSITIONAL FIDELITY AND SOURCES OF MORTALITY OF SHORELINE FISH CARCASSES IN A FRESHWATER LAKE COMMUNITY IN WESTERN CANADA","year":2021,"lang":"en","type":"article","venue":"Palaios","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Gasterosteus; Juvenile; Biology; Population; Ecology; Fishery; Salvelinus; Geography; Fish <Actinopterygii>; Zoology; Demography; Trout","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004501343,0.0003009083,0.0003307519,0.001644114,0.002708406,0.0009421913,0.0007761835,0.0003201322,0.001019522],"category_scores_gemma":[0.001210089,0.0003753295,0.0002758479,0.002282684,0.0009137883,0.000428786,0.0009291632,0.0002702979,0.0001290929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191792,"about_ca_system_score_gemma":0.008200711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977829,"about_ca_topic_score_gemma":0.9947382,"domain_scores_codex":[0.9995586,0.00003158138,0.00002408095,0.00009393251,0.0001188274,0.000173028],"domain_scores_gemma":[0.9987686,0.00006721382,0.0002163903,0.00003272686,0.0005864946,0.0003285506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003715746,0.00001028588,0.995297,0.00001551913,0.00003018014,0.00005833264,0.00136994,0.00005466675,0.0007756937,0.00002250966,0.0001274412,0.002201341],"study_design_scores_gemma":[0.00000112833,0.00001106075,0.998047,0.000005606023,0.00000755035,0.00001754938,0.001586775,0.000133116,0.0000508298,0.000006135634,0.000130273,0.000002987558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994538,0.00004817231,0.00004234686,0.00001644012,7.245526e-7,0.000007524724,0.0002393201,0.000002883158,0.0001887112],"genre_scores_gemma":[0.9991284,0.00005421644,0.0001304065,0.00001397535,7.106507e-7,0.000007503208,0.0003151105,0.000001932056,0.0003476556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02217102,"threshold_uncertainty_score":0.08647096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392367587766751,"score_gpt":0.2970098223569428,"score_spread":0.2577730635802677,"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."}}