{"id":"W1551610058","doi":"10.1201/9780203495087","title":"Boreal Shield Watersheds","year":2003,"lang":"en","type":"book","venue":"","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boreal; Shield; Environmental science; Hydrology (agriculture); Geology; Geography; Archaeology; Geotechnical engineering; Paleontology","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":["insufficient_payload"],"category_scores_codex":[0.00006368498,0.0001285232,0.0001357994,0.00001341169,0.0001317016,0.000005822063,0.0001503896,0.0002456894,0.02471609],"category_scores_gemma":[0.000004151737,0.00009777838,0.00005979342,0.00001735747,0.000258176,0.00003556746,0.0002335269,0.000156293,0.01038817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416673,"about_ca_system_score_gemma":0.000009619835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004242074,"about_ca_topic_score_gemma":0.0004027124,"domain_scores_codex":[0.9994218,0.00001125032,0.00007009812,0.0002183132,0.0001060895,0.000172476],"domain_scores_gemma":[0.9997894,0.00002051505,0.00002785836,0.0001216902,0.000001582784,0.00003895635],"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":[0.000002187223,0.000009133513,0.02479445,0.000002620875,0.00002096632,0.00001548484,0.00005781666,3.25965e-7,8.787532e-7,0.0002935797,0.9745225,0.0002800129],"study_design_scores_gemma":[0.00007503235,0.00004921413,0.007727245,0.000002690866,0.00003155869,0.000003101355,0.0000225719,2.870791e-7,0.00002966253,0.002595129,0.9892869,0.0001766307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002261666,0.00002028198,0.00000408584,0.0003879517,0.0001761737,0.00007400403,0.000007910046,0.00002998193,0.9990734],"genre_scores_gemma":[0.0004257048,0.00006323553,0.0001951336,0.001665046,0.00002509048,0.000001417559,0.00002330563,0.000004110434,0.997597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01706721,"threshold_uncertainty_score":0.9903824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046740028895271,"score_gpt":0.1783003057451592,"score_spread":0.1678329054562065,"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."}}