{"id":"W4415351121","doi":"10.15273/pnsis.v54i1.12647","title":"History and distribution of Lake Whitefish, Coregonus clupeaformis (Mitchill, 1818), in Nova Scotia and New Brunswick, Canada, with supplementary notes on regional Coregonids","year":2025,"lang":"","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coregonus clupeaformis; Nova scotia; Coregonus; Stocking; Distribution (mathematics); Range (aeronautics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001937472,0.0003718465,0.000269378,0.003281099,0.0006081075,0.0004041371,0.0005178921,0.0001398187,0.002486602],"category_scores_gemma":[0.0004703608,0.0002056738,0.0003404542,0.005573888,0.0004713848,0.0002779498,0.0002521516,0.0002006916,0.0002729917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004396866,"about_ca_system_score_gemma":0.006565188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9607622,"about_ca_topic_score_gemma":0.9888916,"domain_scores_codex":[0.9998465,0.000007306173,0.00002292,0.00004161378,0.0000416299,0.00004015392],"domain_scores_gemma":[0.9993787,0.00005479935,0.0002169784,0.00001438506,0.0002669374,0.00006820553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000298263,0.000023778,0.7795326,0.009117418,0.0006491531,0.001359961,0.003490095,0.001533875,0.005216101,0.001383623,0.04023991,0.1571552],"study_design_scores_gemma":[0.000007386847,0.0000189851,0.9648322,0.0008277119,0.0001333857,0.0003928013,0.0007375036,0.00009209776,0.0001816745,0.00004718122,0.03271265,0.00001644446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.583746,0.2977727,0.0007317357,0.001220954,0.0003810898,0.000172971,0.08953495,0.0001102834,0.02632931],"genre_scores_gemma":[0.858115,0.1065446,0.001078746,0.0003707213,0.00005798542,0.00007552123,0.0242383,0.00002794294,0.009491204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0392378,"threshold_uncertainty_score":0.07893771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591481053119196,"score_gpt":0.2132919262172925,"score_spread":0.1973771156861005,"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."}}