{"id":"W58337314","doi":"10.1080/11956860.2002.11682708","title":"Ecoregionalization assessment: Spatio-temporal analysis of net primary production across Ontario","year":2002,"lang":"en","type":"article","venue":"Ecoscience","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Goddard Space Flight Center; National Aeronautics and Space Administration","keywords":"Ecoregion; Primary production; Environmental science; Temporal scales; Pairwise comparison; Climatology; Physical geography; Geography; Statistics; Ecology; Mathematics; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003428361,0.00008739085,0.0001650563,0.00005829015,0.0001835846,0.00003873414,0.0002422673,0.00003425636,0.005747793],"category_scores_gemma":[0.000007485859,0.000072672,0.00006224886,0.001142368,0.00004860496,0.0006641195,0.00009667021,0.00004811611,0.0000910017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687149,"about_ca_system_score_gemma":0.00001341253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01365974,"about_ca_topic_score_gemma":0.3037864,"domain_scores_codex":[0.9987866,0.00002784087,0.0002414623,0.000348811,0.0003899182,0.000205342],"domain_scores_gemma":[0.9994694,0.00001272851,0.0001888843,0.00025783,0.0000145538,0.00005662315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002265048,0.00008117806,0.9775629,0.000007044287,0.00001875272,7.750342e-7,0.0009871217,0.01979045,0.0001954596,0.000009945653,0.0007031182,0.0006409916],"study_design_scores_gemma":[0.00007225264,0.00002976855,0.9251318,0.000006601789,0.00004977295,0.000001683124,0.00002792523,0.0692778,0.0001485261,0.00004387468,0.005109294,0.0001006749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929059,0.00001228481,0.000449843,0.0001315844,0.0002058289,0.0001122885,0.000008156785,0.00002048973,0.006153627],"genre_scores_gemma":[0.9982163,0.00001489806,0.0006231056,0.0000956827,0.00002282609,0.00000857903,0.00005357042,0.000003597461,0.0009614041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2901267,"threshold_uncertainty_score":0.9951611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757981596394734,"score_gpt":0.2370899542579881,"score_spread":0.2195101382940408,"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."}}