{"id":"W129003158","doi":"","title":"1Hindcasting Reference Conditions in Streams","year":2015,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benthos; STREAMS; Hindcast; Environmental science; Tributary; Land cover; Range (aeronautics); Impervious surface; Hydrology (agriculture); Benthic zone; Physical geography; Land use; Ecology; Geography; Geology; Cartography; Computer science; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559808,0.0003448247,0.000297356,0.00184029,0.001610421,0.002838784,0.0009115556,0.0004325111,0.004975901],"category_scores_gemma":[0.006221634,0.0002058945,0.000365564,0.002408951,0.0007783103,0.001411096,0.001098447,0.0002991554,0.0004720089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006896793,"about_ca_system_score_gemma":0.005414216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5373165,"about_ca_topic_score_gemma":0.7462239,"domain_scores_codex":[0.9991252,0.0002042465,0.00005598194,0.0001616885,0.0003377286,0.0001150792],"domain_scores_gemma":[0.9983486,0.0002535396,0.0003023334,0.0001519233,0.0008149028,0.0001287953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000342634,0.0001532458,0.8297852,0.0001808663,0.0000610171,0.0002763466,0.004564247,0.0623688,0.00143414,0.006975093,0.004348743,0.08950964],"study_design_scores_gemma":[0.0000289169,0.0002346316,0.8048745,0.0002303745,0.00006151343,0.0001669137,0.007127521,0.1631278,0.003952208,0.004314214,0.01576445,0.0001170382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607939,0.0003259197,0.009070277,0.0001728204,0.0000261902,0.0002082156,0.004140277,0.0003479467,0.02491446],"genre_scores_gemma":[0.9921628,0.0001041246,0.005133107,0.00001308709,0.000003496221,0.00003118812,0.001368655,0.00002943345,0.001154009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5373165,"threshold_uncertainty_score":0.9308167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691734478284869,"score_gpt":0.3028870930909945,"score_spread":0.1337136452625077,"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."}}