{"id":"W2069296235","doi":"10.1111/j.1752-4598.2008.00017.x","title":"Spatial distribution of rare species in lotic habitats","year":2008,"lang":"en","type":"article","venue":"Insect Conservation and Diversity","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Rare species; Habitat; Ecology; Biological dispersal; Range (aeronautics); River ecosystem; Niche; Biology; Ecological niche; Species distribution; Common species; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005654999,0.0001278366,0.0002617929,0.002297119,0.0004159832,0.0005260016,0.0002640235,0.0001722618,0.00106834],"category_scores_gemma":[0.001384876,0.0001658622,0.0001687546,0.000897542,0.0007088441,0.0004081178,0.0006356454,0.0001407127,0.0001098127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685614,"about_ca_system_score_gemma":0.0001317687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221184,"about_ca_topic_score_gemma":0.007888972,"domain_scores_codex":[0.9995982,0.0001139601,0.00003273031,0.0001569571,0.00005524133,0.0000428351],"domain_scores_gemma":[0.9968867,0.000834016,0.001404243,0.0001930019,0.0004103151,0.0002717209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132978,0.00001223939,0.9908426,0.00004019823,0.00007483173,0.00008586466,0.0004771065,0.0003513263,0.003583098,0.0001760011,0.0000790744,0.004164414],"study_design_scores_gemma":[0.00000187341,0.00002986506,0.9985781,0.000006698085,0.00001425872,0.0002020982,0.0002500654,0.0005610181,0.0001807553,0.00007107587,0.00009910147,0.000005068996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994245,0.00008692336,0.0001472361,0.000006743614,5.427089e-7,0.000001492358,0.00008346816,0.000003112352,0.0002460837],"genre_scores_gemma":[0.9996732,0.00002755303,0.000135095,0.000003157839,0.00000135313,0.000002412927,0.00008909839,9.319621e-7,0.00006717333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002297119,"threshold_uncertainty_score":0.004397988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419492457002891,"score_gpt":0.1815117668807489,"score_spread":0.14731684231072,"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."}}