{"id":"W1605176296","doi":"10.1002/9780470760383.ch7","title":"Unconfined Confluences in Braided Rivers","year":2008,"lang":"en","type":"other","venue":"","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Geology; Confluence; Hydrology (agriculture); Geotechnical engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000860842,0.0001709414,0.0003122363,0.002192106,0.002947635,0.003879699,0.0008812501,0.0008998665,0.01422257],"category_scores_gemma":[0.005087562,0.0002356395,0.0002723223,0.005066655,0.002338761,0.002066855,0.004702138,0.0007609226,0.001059784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003140052,"about_ca_system_score_gemma":0.005062948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06942224,"about_ca_topic_score_gemma":0.3172998,"domain_scores_codex":[0.9988816,0.0002560524,0.00005902383,0.0002676022,0.0002616946,0.0002739493],"domain_scores_gemma":[0.9985462,0.0002774834,0.0003513381,0.0001780366,0.0004090152,0.0002378969],"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":[0.0004838881,0.0002721229,0.3573292,0.0006753435,0.0001158586,0.003284856,0.05239665,0.009947547,0.001911584,0.2491395,0.05317635,0.2712672],"study_design_scores_gemma":[0.00008164295,0.0001235197,0.6407723,0.0004411542,0.0001207919,0.0008814754,0.08361587,0.008722027,0.001574985,0.06134673,0.2022473,0.00007218735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7347378,0.0009641238,0.004638255,0.001668418,0.00012039,0.0001506986,0.001133896,0.0002119936,0.2563744],"genre_scores_gemma":[0.9709865,0.0002850718,0.001868671,0.0000760675,0.0000165555,0.0000367183,0.0005816764,0.00003859022,0.02611008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06942224,"threshold_uncertainty_score":0.1380363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164320987248399,"score_gpt":0.2625091968097706,"score_spread":0.2508659869372867,"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."}}