{"id":"W1981047374","doi":"10.3996/022011-jfwm-011","title":"Life History Traits of Adult Broad Whitefish and Humpback Whitefish","year":2012,"lang":"en","type":"article","venue":"Journal of Fish and Wildlife Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Overwintering; Fish migration; Tributary; Coregonus; Biology; Geography; Ecology; Fish <Actinopterygii>","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":[0.0001758409,0.0001857231,0.00009071048,0.0005567412,0.0002184392,0.0002403411,0.0001174884,0.0001551517,0.00146509],"category_scores_gemma":[0.0004810734,0.0001383581,0.0001399739,0.0001986685,0.0002201712,0.0002842861,0.0002654929,0.0001420028,0.000238602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587938,"about_ca_system_score_gemma":0.000157888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138026,"about_ca_topic_score_gemma":0.03111128,"domain_scores_codex":[0.9999321,0.000006631657,0.000006097146,0.00002903248,0.0000135442,0.00001263823],"domain_scores_gemma":[0.9996519,0.00003449469,0.0001511616,0.0000169177,0.00005943642,0.00008608263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000414053,0.00002210118,0.9932514,0.000006171382,0.00001445345,0.00005692947,0.0001894492,0.00006103448,0.004359108,0.0000114388,0.00004553211,0.001940929],"study_design_scores_gemma":[6.044827e-7,0.00002191934,0.999747,5.378749e-7,0.000001282774,0.00002192369,0.00007248737,0.00002676567,0.00006873243,0.000002951298,0.00003510395,6.331589e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996803,0.00001993146,0.00002498354,0.000002525735,5.389039e-7,0.000002231187,0.0001009976,0.000001043817,0.000167383],"genre_scores_gemma":[0.9991278,0.00001794932,0.00007596701,0.000009874463,9.155324e-7,0.000007257729,0.0002346565,7.117694e-7,0.0005247813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138026,"threshold_uncertainty_score":0.02262801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053141468985453,"score_gpt":0.1962339668241295,"score_spread":0.185702552134275,"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."}}