{"id":"W7024668390","doi":"","title":"Segment Analysis of Otter Creek: The Location of Sources of Pollution","year":2003,"lang":"en","type":"article","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Pollution; Water pollution; Hydrology (agriculture); Water quality; Nonpoint source pollution; Surface runoff","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":[],"consensus_categories":[],"category_scores_codex":[0.000200941,0.000100171,0.000346951,0.00009070281,0.0001139011,0.00001171141,0.0002267312,0.00004414989,0.00004948412],"category_scores_gemma":[0.00001224406,0.00008517648,0.0001952634,0.0006103825,0.0004856475,0.0001662869,0.00009729199,0.00004023006,0.000005051725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010295,"about_ca_system_score_gemma":0.00003845463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005966098,"about_ca_topic_score_gemma":0.0003714537,"domain_scores_codex":[0.9987484,0.0001039766,0.0004040795,0.0001851554,0.0004238164,0.000134563],"domain_scores_gemma":[0.9989737,0.00004133795,0.0005851775,0.0002886364,0.00005429393,0.00005683544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227116,0.0002234129,0.9490531,0.00040781,0.001378053,0.00001352406,0.02072542,0.02029214,0.004319196,0.00007195935,0.002787048,0.000605611],"study_design_scores_gemma":[0.001266383,0.0007679899,0.7959918,0.0003830978,0.002299951,0.00003329674,0.1293106,0.0004311203,0.04874732,0.00006653544,0.02016002,0.0005418787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800841,0.00007137727,0.0007621366,0.00002639415,0.00006177887,0.0001445839,0.00003445152,0.000009971452,0.01880524],"genre_scores_gemma":[0.9882963,0.00000399288,0.00005221845,0.000004385543,0.000004577591,1.111655e-7,0.000007030069,0.000003886614,0.01162754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1530613,"threshold_uncertainty_score":0.9018995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961680847418914,"score_gpt":0.1820921795890418,"score_spread":0.1624753711148526,"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."}}