{"id":"W2085586364","doi":"10.1080/02626667.2013.797581","title":"Perceptions of scale in hydrology: what do you mean by regional scale?","year":2013,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Scale (ratio); Perception; Outreach; Environmental science; Hydrology (agriculture); Psychology; Geography; Engineering; Political science; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00131984,0.0001750228,0.0002824125,0.0001070827,0.0005590809,0.0001126281,0.0006909755,0.0001456422,0.00962095],"category_scores_gemma":[0.00002816016,0.0001155138,0.0001053437,0.0004562213,0.003154701,0.001196338,0.0003587658,0.0003832445,0.0005917283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006784302,"about_ca_system_score_gemma":0.00000695482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177466,"about_ca_topic_score_gemma":0.0001190256,"domain_scores_codex":[0.9978022,0.0002456126,0.0003895253,0.0004443584,0.0004990787,0.0006192506],"domain_scores_gemma":[0.9994246,0.00007797954,0.0001682,0.0001432245,0.00001209638,0.0001738465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002387003,0.0003159713,0.9656116,0.000002350798,0.0000135731,0.000008831106,0.001712122,0.006476096,0.006160197,0.00005771285,0.01300134,0.006616341],"study_design_scores_gemma":[0.001275521,0.001876769,0.9165862,0.00005922982,0.0000437471,0.0003139206,0.006366611,0.009327975,0.0003124773,0.05427533,0.008908429,0.000653821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802359,0.0002673697,0.0001048004,0.01162735,0.000141725,0.0001661643,9.312969e-7,0.00001786919,0.007437859],"genre_scores_gemma":[0.9961416,0.001177656,0.0006468199,0.001652637,0.00004008883,0.00002098106,0.000001254463,0.000004073321,0.0003149611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05421762,"threshold_uncertainty_score":0.9995582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544153718830583,"score_gpt":0.2412634136798505,"score_spread":0.2258218764915447,"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."}}