{"id":"W2145430967","doi":"10.1111/j.1461-0248.2004.00718.x","title":"Environmental specialists: their prevalence and their influence on community‐similarity analyses","year":2005,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Generalist and specialist species; Ecology; Niche; Similarity (geometry); Habitat; Co-occurrence; Ecological niche; Geography; Community; Community structure; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004793158,0.0001691262,0.0002126274,0.0001021497,0.0005668619,0.0000203445,0.0003614778,0.0001471124,0.002083228],"category_scores_gemma":[0.00006208491,0.0001268641,0.00004573578,0.00007180296,0.001066971,0.0001585021,0.00004562698,0.0007047581,0.0004528516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005021389,"about_ca_system_score_gemma":0.00001394623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000095999,"about_ca_topic_score_gemma":0.00668239,"domain_scores_codex":[0.9983085,0.0007956293,0.0001672947,0.0002471648,0.00007717316,0.0004042283],"domain_scores_gemma":[0.9984735,0.001075264,0.00005846393,0.0002876632,0.000005757719,0.00009936402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004354085,0.00004088966,0.9974753,0.00000957528,0.00004016433,0.00001394569,0.0004768642,0.0006197235,0.0002346633,0.00000850069,0.0002676822,0.0007691459],"study_design_scores_gemma":[0.0002163072,0.0001550844,0.9976996,0.000004961702,0.000009981417,0.00007063204,0.0001436693,0.0002857092,0.0003528967,0.0001410124,0.0007939365,0.0001261992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911726,0.0002438178,0.000002755949,0.006789682,0.00008648699,0.0001335782,0.00006886385,0.00002698178,0.001475254],"genre_scores_gemma":[0.989998,0.0002043538,0.00007354883,0.009555756,0.00007293327,0.000002197999,0.0000445005,0.000002438272,0.00004620662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006586391,"threshold_uncertainty_score":0.998829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03071658244132424,"score_gpt":0.2616628184991612,"score_spread":0.230946236057837,"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."}}