{"id":"W7096205301","doi":"","title":"Published by Canadian Center of Science and Education 31 www.ccsenet.org/jmr","year":2010,"lang":"en","type":"article","venue":"","topic":"Water Resources and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Resource (disambiguation); Scale (ratio); Research center; Carrying capacity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000376747,0.00005546663,0.00005368395,0.0000446012,0.0001364843,0.00006672203,0.0002281118,0.00003252222,0.00186642],"category_scores_gemma":[0.00009520927,0.00004267411,0.00001038112,0.0002200176,0.0008877421,0.0003604842,0.0001046175,0.00007675689,0.00002733316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401882,"about_ca_system_score_gemma":0.0001836256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2914615,"about_ca_topic_score_gemma":0.1136676,"domain_scores_codex":[0.9992271,0.000007633986,0.00009646509,0.0002289315,0.0002077167,0.0002321243],"domain_scores_gemma":[0.999422,0.000005540047,0.00002300094,0.0002268822,0.00003179409,0.0002908072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001734396,0.00005928104,0.9419572,0.000005257303,7.044503e-7,1.909749e-7,0.0004137553,0.000001569086,0.02453328,0.0001575082,0.02781266,0.00505681],"study_design_scores_gemma":[0.0001132038,0.00002372181,0.6574252,0.00000132405,0.000001898446,0.000003548734,0.0005319273,0.0001842004,0.01097628,0.0006199229,0.330006,0.0001127461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041284,0.00000324481,0.000001573356,0.001674682,0.0001010896,0.0001134898,0.000003394935,0.000005860526,0.09396829],"genre_scores_gemma":[0.9937269,5.802464e-7,0.0002052601,0.0003569335,0.00001049455,0.000003716919,0.000002864414,0.000002705868,0.005690559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3021934,"threshold_uncertainty_score":0.999046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002680226900366412,"score_gpt":0.1956174450852768,"score_spread":0.1929372181849104,"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."}}