{"id":"W7072051513","doi":"","title":"Variation in Effects of Climate Change on Salmonid Demography: Extent, Scale, and Underlying Mechanisms","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Population; Trout; Habitat; Ectotherm; Abundance (ecology); Temporal scales; Latitude; Variation (astronomy)","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":[0.001816388,0.0002525279,0.0003398954,0.001516983,0.0003394472,0.001037269,0.0003543095,0.0003528321,0.0008479474],"category_scores_gemma":[0.002665435,0.0002966337,0.0011038,0.001574402,0.0007023565,0.0007287911,0.0009191153,0.0004528074,0.0001212671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004544571,"about_ca_system_score_gemma":0.0003471186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043024,"about_ca_topic_score_gemma":0.01475902,"domain_scores_codex":[0.9993964,0.0002021134,0.00004808532,0.0002535198,0.0000605085,0.00003922522],"domain_scores_gemma":[0.9980354,0.0008641435,0.0006122669,0.0002894211,0.0001284042,0.00007047656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002718893,0.00001617813,0.9826545,0.00008139927,0.0008642543,0.00003417571,0.0003228397,0.001340103,0.001568281,0.000361373,0.0001778068,0.0125519],"study_design_scores_gemma":[0.000001735271,0.00001037304,0.9976882,0.00001460809,0.0001078865,0.00001967652,0.0001213915,0.001258107,0.0001267719,0.0002765004,0.0003679471,0.000006687032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906566,0.003372518,0.003002288,0.0004106094,0.00001689311,0.00001632534,0.0006591917,0.00004620052,0.001819407],"genre_scores_gemma":[0.9981204,0.0008776273,0.000498102,0.00005742999,0.00001123313,0.000008180623,0.0003208877,0.000006855496,0.00009936298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043024,"threshold_uncertainty_score":0.02073908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990918489601291,"score_gpt":0.2653414742795022,"score_spread":0.2454322893834893,"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."}}