{"id":"W7084258186","doi":"","title":"Exploring genetic and environmental constraints on life-history trait expression in wild North American red squirrels (Tamiasciurus hudsonicus)","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trait; Phenotype; Phenotypic trait; Quantitative genetics; Genetic variation; Phenotypic plasticity; Resource (disambiguation); Heritability","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003235971,0.0001454925,0.0002219571,0.0003878073,0.0002611107,0.00001419887,0.0002606658,0.00003853209,0.000910691],"category_scores_gemma":[0.000002759568,0.0001969355,0.00006625504,0.0001007002,0.00110725,0.001314436,0.0001510512,0.000188845,0.000007932611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406928,"about_ca_system_score_gemma":0.0001537476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006870522,"about_ca_topic_score_gemma":0.001035579,"domain_scores_codex":[0.9992144,0.00009008656,0.0001077344,0.0002928463,0.0001182026,0.000176796],"domain_scores_gemma":[0.9995314,0.00007342399,0.0001209252,0.0001619261,0.000006568196,0.0001057176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001361593,0.001174001,0.06287903,0.0002845027,0.000229805,0.0002624613,0.8377692,0.0001958813,0.0006306031,0.01423151,0.007699419,0.07328198],"study_design_scores_gemma":[0.001535115,0.0001922213,0.2896832,0.0002329864,0.000072208,0.000001586175,0.678389,0.00008811516,0.0001258017,0.0006511097,0.02862241,0.0004062524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829722,0.00006472112,0.00003435838,0.0008048617,0.0001826821,0.0001446307,0.000104782,0.00005628759,0.01563546],"genre_scores_gemma":[0.9965048,0.000216296,0.0004679051,0.0001315648,0.000039681,1.531761e-7,0.00004172843,0.00000808051,0.002589801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2268042,"threshold_uncertainty_score":0.9971427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493495975475517,"score_gpt":0.1583620600157392,"score_spread":0.133427100260984,"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."}}