{"id":"W4238458464","doi":"10.1002/9781118445112.stat07679","title":"Cross‐Scale Morphology","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Scaling; Simple (philosophy); Scaling law; Scale (ratio); Focus (optics); Statistical physics; Physical system; Morphology (biology); Computer science; Mathematics; Physics; Geography; Geology; Epistemology; Geometry; Cartography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002250415,0.0006002389,0.0007116341,0.0001378658,0.0001386643,0.00008290409,0.0009367552,0.0005598855,0.04353673],"category_scores_gemma":[0.00008729142,0.0005202763,0.00006652846,0.0002276284,0.0007692632,0.00005081262,0.0004791714,0.000586133,0.006049947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935676,"about_ca_system_score_gemma":0.00006204048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485105,"about_ca_topic_score_gemma":0.0147449,"domain_scores_codex":[0.9967279,0.0001388765,0.0006300155,0.001065948,0.000657837,0.0007793941],"domain_scores_gemma":[0.9979343,0.0001225547,0.0005857067,0.0009883158,0.00003284656,0.000336306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002834427,0.0003949472,0.01386399,0.0002422586,0.00005986395,0.0001312002,0.00006968367,0.0005888343,0.0003322067,0.003363784,0.9619551,0.01896984],"study_design_scores_gemma":[0.0005659834,0.0002441687,0.005803708,0.000286156,0.00005913734,0.00003881636,0.00002359087,0.008390016,0.000007321089,0.002109416,0.9814582,0.001013456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00337536,0.0005604455,0.1488581,0.0001037113,0.001748283,0.001050566,0.04647601,0.0005389268,0.7972887],"genre_scores_gemma":[0.005019367,0.001863782,0.1166861,0.0003407969,0.0003128003,0.00004319411,0.004620625,0.0006742305,0.8704391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07315046,"threshold_uncertainty_score":0.9997249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158243696484318,"score_gpt":0.2772518265613231,"score_spread":0.2656693895964799,"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."}}