{"id":"W2064646141","doi":"10.4296/cwrj2011-903","title":"An Overview of Temporary Stream Hydrology in Canada","year":2012,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Simon Fraser University; University of Victoria; University of Lethbridge; Trent University","funders":"","keywords":"STREAMS; Perennial stream; Environmental science; Streamflow; Hydrology (agriculture); Context (archaeology); Evapotranspiration; Drainage basin; Arid; Ephemeral key; Drainage; Precipitation; Ecology; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009679587,0.0003527928,0.0005511362,0.0004194004,0.0004452964,0.00004034489,0.0007848921,0.0001444051,0.001067527],"category_scores_gemma":[0.0000449568,0.0002872769,0.00009326464,0.0003037705,0.000521171,0.0006561577,0.0001192415,0.0004578409,0.00002617447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00220395,"about_ca_system_score_gemma":0.00002115888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965114,"about_ca_topic_score_gemma":0.9997448,"domain_scores_codex":[0.996505,0.000431751,0.0006820635,0.0003739939,0.0001730902,0.001834093],"domain_scores_gemma":[0.9977266,0.00005096992,0.0002085517,0.000431643,0.00002676489,0.001555424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003488393,0.00003952627,0.8673704,0.0000644701,0.00007081938,0.0005521594,0.1244905,0.004421073,0.0003593579,0.000003364456,0.0001314785,0.002462001],"study_design_scores_gemma":[0.0004728138,0.0002665785,0.2138442,0.0001485123,0.00005397393,0.0006266098,0.002062123,0.0004721588,0.001604129,0.0009065393,0.7788647,0.0006776509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929386,0.00225719,0.000002164806,0.0006739739,0.0002294227,0.0001911633,0.00003090741,0.00001498656,0.003661608],"genre_scores_gemma":[0.9980209,0.0006097105,0.00007304396,0.000804716,0.0001694052,0.00001575098,0.00002052308,0.00004169036,0.0002442883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7787333,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266354056129423,"score_gpt":0.2191876456483473,"score_spread":0.1965241050870531,"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."}}