{"id":"W7147085984","doi":"10.15168/11572_368908","title":"River Bifurcations","year":2004,"lang":"en","type":"other","venue":"Open MIND","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bifurcation; Context (archaeology); Flow (mathematics); Channel (broadcasting); Process (computing); Bifurcation theory; Point (geometry); Sequence (biology)","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":[0.0006731434,0.0006394674,0.0009827946,0.002249945,0.001740002,0.003717138,0.001102724,0.001902023,0.03185796],"category_scores_gemma":[0.003132905,0.0005046737,0.00138389,0.001304354,0.001735185,0.00259857,0.002349746,0.001551153,0.0067234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627631,"about_ca_system_score_gemma":0.0008451154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322201,"about_ca_topic_score_gemma":0.001057452,"domain_scores_codex":[0.9988908,0.0001484386,0.00008215717,0.000397111,0.0002812715,0.0002002541],"domain_scores_gemma":[0.9987841,0.0002719034,0.0003053997,0.0001706647,0.0003378958,0.0001300365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001600787,0.00005924784,0.00547487,0.0006401475,0.00009385627,0.0008472975,0.0006972774,0.02743441,0.01019797,0.8251897,0.02197681,0.1072283],"study_design_scores_gemma":[0.00006032651,0.0001649711,0.006581718,0.000349592,0.00008369885,0.002209761,0.0005135684,0.09659936,0.006243294,0.5823097,0.3047196,0.0001645221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.09008414,0.01054472,0.6225145,0.001661345,0.001967904,0.000499938,0.003672565,0.004773466,0.2642814],"genre_scores_gemma":[0.7973258,0.004706057,0.08497445,0.0009768634,0.000835514,0.0005940897,0.004204654,0.001283285,0.1050993],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03185796,"threshold_uncertainty_score":0.1065755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182016294744041,"score_gpt":0.2638781008287092,"score_spread":0.2456764713543051,"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."}}