{"id":"W2169763430","doi":"10.1073/pnas.201398398","title":"Remotely sensed habitat diversity predicts butterfly species richness and community similarity in Canada","year":2001,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":263,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Species richness; Butterfly; Ecology; Habitat; Quadrat; Spatial heterogeneity; Biodiversity; Geography; Alpha diversity; Spatial variability; Spatial ecology; Biology; Statistics; Transect","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009743477,0.00005887272,0.0001055258,0.00003882211,0.0007279368,0.00000578286,0.0004202705,0.00003692614,0.00001537269],"category_scores_gemma":[0.0004020827,0.00004415075,0.00001484468,0.0004183655,0.001162441,0.0002739221,0.0007022826,0.0002297345,3.583079e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632005,"about_ca_system_score_gemma":0.00002278082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04157028,"about_ca_topic_score_gemma":0.0481127,"domain_scores_codex":[0.9990578,0.00002213326,0.0001568643,0.0001192997,0.0005290413,0.0001148964],"domain_scores_gemma":[0.9995341,0.0002398368,0.0001610746,0.000006313237,0.00003613522,0.00002255536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007361428,0.00002391071,0.995626,0.00001096046,0.000003084692,2.100383e-8,0.0004949244,0.0003288133,0.002654833,0.0005913838,0.0002297792,0.00002893185],"study_design_scores_gemma":[0.000113361,0.00001636626,0.9795893,0.00001401017,0.00000363287,0.000003892622,0.0008965323,0.00183038,0.0009315523,0.01653521,0.00002105733,0.00004465627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879421,0.00001350999,4.695042e-7,0.002735172,0.00001220675,0.0000812154,0.000008347353,0.000003060596,0.009203943],"genre_scores_gemma":[0.999303,0.00003369045,0.0002019656,0.0003615581,0.000005170729,9.578955e-7,6.527444e-8,8.908327e-7,0.0000927255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603665,"threshold_uncertainty_score":0.9692568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710526929727433,"score_gpt":0.2431161315192919,"score_spread":0.2060108622220175,"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."}}