{"id":"W4386745243","doi":"10.1007/978-3-031-41065-9_10","title":"The Congo Cataracts","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatoon Medical Imaging","funders":"","keywords":"Hydroelectricity; Tributary; Geography; Inga; Congo red; Cartography; Engineering; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006156049,0.0002017337,0.0001652751,0.00003572597,0.0008329122,0.0001608695,0.0004500608,0.0002354559,0.006047098],"category_scores_gemma":[0.0000863418,0.0001431278,0.0001257021,0.0000256783,0.0007570173,0.0001032721,0.0001309929,0.0002553777,0.01844376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009402,"about_ca_system_score_gemma":0.0001333389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497607,"about_ca_topic_score_gemma":0.01034672,"domain_scores_codex":[0.9984193,0.00003873624,0.0002054693,0.000257787,0.0006653548,0.0004133378],"domain_scores_gemma":[0.999002,0.0002889732,0.0001397819,0.0003605665,0.00001304041,0.0001955785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006012766,0.000008137187,0.00002291906,0.000003251067,0.00007995654,0.00002136506,0.001013626,0.000001086396,0.00001037625,0.8840032,0.1121866,0.002643433],"study_design_scores_gemma":[0.00006451207,0.00002743367,0.00005487866,0.00001933898,0.00002332543,4.016889e-7,0.000658726,0.000001097235,0.000008839414,0.009588717,0.9893571,0.0001956942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001069614,0.0001036344,0.000004163815,0.002464486,0.0007562792,0.0003762213,0.00002937494,0.0001380371,0.9960209],"genre_scores_gemma":[0.006048852,0.002603017,0.000005767214,0.0004339812,0.000285633,0.000007097488,0.00003143233,0.00005399768,0.9905302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8771704,"threshold_uncertainty_score":0.9948615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061340316307015,"score_gpt":0.4002327810201491,"score_spread":0.359619377857079,"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."}}