{"id":"W2164353677","doi":"10.1002/9780470057339.vac061.pub2","title":"Cross‐Scale Morphology","year":2012,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Scaling; Simple (philosophy); Scaling law; Scale (ratio); Statistical physics; Focus (optics); Physical system; Computer science; Morphology (biology); Mathematics; Physics; Geography; Biology; 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":[0.0004753106,0.0003232477,0.0006294395,0.0002695695,0.00005424963,0.000008735557,0.0005213965,0.0007574085,0.2459048],"category_scores_gemma":[0.0003173962,0.0002822161,0.0002529283,0.0008572037,0.0006737845,0.00007650282,0.0004915752,0.0002822464,0.004885374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203387,"about_ca_system_score_gemma":0.000007524881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773815,"about_ca_topic_score_gemma":0.0001374024,"domain_scores_codex":[0.9978566,0.0001200439,0.000480853,0.0005349634,0.0004574197,0.000550169],"domain_scores_gemma":[0.9984406,0.000167492,0.0004585989,0.0007145129,0.000003454622,0.0002153842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004644569,0.0003016592,0.7755276,0.00005299455,0.00004066076,0.000008943468,0.00005866502,0.0001751438,0.00001386607,0.00001932079,0.2141152,0.009681281],"study_design_scores_gemma":[0.0001160086,0.00004281795,0.1656485,0.000004345583,0.00007122618,0.000002647887,0.00002442038,0.000005801702,0.000007189045,0.00006364386,0.8337495,0.0002638686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01716865,0.001108591,0.0004070911,0.00002394869,0.0004131631,0.0003056862,0.00004655442,0.00006895448,0.9804574],"genre_scores_gemma":[0.01636455,0.001748996,0.001901044,0.0000556701,0.0003215399,0.00003672816,0.00003555932,0.0002096618,0.9793262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6196343,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00720819350090821,"score_gpt":0.2255978675137795,"score_spread":0.2183896740128713,"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."}}