{"id":"W2599121945","doi":"10.1093/biolinnean/blx014","title":"Habitat specialization and climate affect arthropod fitness: a comparison of generalist vs. specialist spider species in Arctic and temperate biomes","year":2017,"lang":"en","type":"article","venue":"Biological Journal of the Linnean Society","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Generalist and specialist species; Biology; Ecology; Ecological niche; Habitat; Competition (biology); Sympatric speciation; Fecundity; Adaptation (eye); Niche; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002279798,0.0001245139,0.0001754992,0.0004004717,0.0002294358,0.0002852007,0.00008014477,0.0001712873,0.0009595567],"category_scores_gemma":[0.0004575577,0.00007138776,0.000175476,0.0002360924,0.0001671271,0.000213038,0.0003156854,0.000100374,0.00009786563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008984729,"about_ca_system_score_gemma":0.00007278004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002056039,"about_ca_topic_score_gemma":0.006787681,"domain_scores_codex":[0.999902,0.00003399432,0.000006269976,0.0000247143,0.00001175299,0.00002115068],"domain_scores_gemma":[0.999706,0.00006885124,0.00008690044,0.0000183407,0.00002768714,0.00009227243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002546002,0.00003603152,0.9819094,0.00002533379,0.0001395431,0.00008649639,0.000507641,0.00008479752,0.01280371,0.00003687902,0.00003839956,0.004077183],"study_design_scores_gemma":[5.919684e-7,0.00001978349,0.9996518,9.553189e-7,0.000006769037,0.00004148982,0.0001492966,0.00003541148,0.00005196426,0.000007626668,0.00003357123,6.178647e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997976,0.00006828574,0.00001658794,0.000003220004,3.832785e-7,2.844478e-7,0.00001286581,2.864006e-7,0.0001004716],"genre_scores_gemma":[0.9998354,0.00004561725,0.00002778185,0.000006637368,0.000001418879,7.002837e-7,0.00003473834,6.219045e-7,0.00004700366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002056039,"threshold_uncertainty_score":0.004088163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396838055626692,"score_gpt":0.3129143379773741,"score_spread":0.2732305324147049,"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."}}