{"meta":{"query_hash":"fbcbf1d40d53","filters":{"venue":"146th Annual Meeting of the American Fisheries Society"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fbcbf1d40d53","api":"https://metacan.xera.ac/api/v1/cohort?venue=146th+Annual+Meeting+of+the+American+Fisheries+Society"},"results":[{"id":"W2736213109","doi":"","title":"An Analysis of Risk Posed By Climate Change to Fisheries Management in the Great Lakes and Canadian Freshwaters","year":2016,"lang":"en","type":"article","venue":"146th Annual Meeting of the American Fisheries Society","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fishery; Climate change; Fisheries management; Geography; Environmental science; Environmental resource management; Fishing; Oceanography; Geology; Biology","score_opus":0.009488224592752352,"score_gpt":0.2197856225674274,"score_spread":0.21029739797467503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736213109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99446034,0.00032471854,0.00021954883,0.0009804141,0.000007330637,0.000028382872,0.0008340401,0.0000078513085,0.0031374027],"genre_scores_gemma":[0.9984629,0.00019437206,0.00015372474,0.00006803835,0.000005252952,0.000005474211,0.000335256,0.000002124592,0.00077299756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990233,0.00019565296,0.00003287881,0.0000631704,0.0003108102,0.00037410937],"domain_scores_gemma":[0.99829537,0.00045625935,0.00026556695,0.000038716913,0.00061061437,0.00033342102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096786104,0.0004366525,0.0002897274,0.0016380902,0.0018246521,0.001668374,0.0009363676,0.0008043764,0.0012731458],"category_scores_gemma":[0.003967539,0.00026872536,0.0011879241,0.002919258,0.0011073226,0.0005621931,0.0009652844,0.000782929,0.00005522356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005379103,0.00012165837,0.9228612,0.000088430555,0.00091817894,0.0006262332,0.0010824983,0.05372759,0.0008665249,0.0038625433,0.0024459343,0.0128612835],"study_design_scores_gemma":[0.000012873858,0.0000778089,0.9749908,0.00001945692,0.00016160632,0.00007506051,0.002255669,0.019775638,0.00012480812,0.0007157122,0.0017529591,0.000037629623],"about_ca_topic_score_codex":0.97698987,"about_ca_topic_score_gemma":0.9869905,"teacher_disagreement_score":0.026447624,"about_ca_system_score_codex":0.026447624,"about_ca_system_score_gemma":0.017934738,"threshold_uncertainty_score":0.19189185},"labels":[],"label_agreement":null},{"id":"W2758175332","doi":"","title":"What Drives the Abundance of Littoral and Pelagic Brook Charr in Canadian Shield Lakes","year":2016,"lang":"en","type":"article","venue":"146th Annual Meeting of the American Fisheries Society","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pelagic zone; Littoral zone; Fishery; Abundance (ecology); Oceanography; Shield; Geography; Environmental science; Geology; Biology; Paleontology","score_opus":0.005959238199941445,"score_gpt":0.20349226989842784,"score_spread":0.19753303169848638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758175332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983677,0.00007047475,0.000029157074,0.00020712298,0.0000040431723,0.0000034117718,0.00010283611,0.0000036035938,0.0012116662],"genre_scores_gemma":[0.9990889,0.00004162018,0.000038060327,0.00008379172,0.00000306676,0.0000018460557,0.00007384382,0.0000033457347,0.000665462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995895,0.000046002267,0.000014461306,0.00009988259,0.00006493555,0.00018529457],"domain_scores_gemma":[0.9986394,0.00018339534,0.00029996043,0.000040132498,0.00029589885,0.00054111175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058167096,0.00013264368,0.00020543348,0.00062098517,0.0021928968,0.0013612878,0.0006629978,0.0007052056,0.003930989],"category_scores_gemma":[0.0017353939,0.0003675773,0.00030188207,0.0005615569,0.0013586003,0.0005082403,0.00072004506,0.0004082402,0.00028876358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001063283,0.000027467106,0.9942509,0.000013540358,0.000056421064,0.00006923561,0.00082344055,0.000234428,0.001602794,0.00021175534,0.0007019064,0.0019018527],"study_design_scores_gemma":[0.0000025417157,0.000005915835,0.9977131,0.0000057233947,0.000011301832,0.000016846718,0.0015621142,0.00029635098,0.000055794277,0.000051269868,0.00027333095,0.0000057028215],"about_ca_topic_score_codex":0.8494308,"about_ca_topic_score_gemma":0.9635438,"teacher_disagreement_score":0.1505692,"about_ca_system_score_codex":0.006638493,"about_ca_system_score_gemma":0.0059627276,"threshold_uncertainty_score":0.30291182},"labels":[],"label_agreement":null}]}