{"id":"W7095520661","doi":"","title":"Rivers as resources, rivers as borders: community and transboundary management of fisheries in the Upper Zambezi River floodplains. Canadian Geographer/Le Géographe canadien 51(3","year":2007,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Floodplain; Resource management (computing); Natural resource; Convergence (economics); Resource (disambiguation); Ecosystem approach","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":[0.0007706099,0.0001453266,0.0001374643,0.002031788,0.001770065,0.002138443,0.0003410321,0.0004191096,0.002205411],"category_scores_gemma":[0.001882073,0.0001485342,0.0001476742,0.00208029,0.00232334,0.002217637,0.00286329,0.000453709,0.00004667467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004289682,"about_ca_system_score_gemma":0.003275093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2885411,"about_ca_topic_score_gemma":0.6388636,"domain_scores_codex":[0.9996341,0.0001557103,0.00001560026,0.00003798933,0.00004133924,0.0001151404],"domain_scores_gemma":[0.9994569,0.0001416921,0.0002216838,0.00002278411,0.00006460072,0.00009225621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008643987,0.00007948639,0.7047319,0.0002905929,0.00008543502,0.001193813,0.1131598,0.002412431,0.002393624,0.04870483,0.001731464,0.1251302],"study_design_scores_gemma":[0.000009180353,0.00005102558,0.8290316,0.0004544958,0.0000431589,0.0001761771,0.1480068,0.002094215,0.0001905424,0.004415326,0.01550346,0.00002390308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883404,0.003003896,0.0005768124,0.002400898,0.000008752881,0.00002075547,0.00004246649,0.000003453975,0.005602621],"genre_scores_gemma":[0.9975909,0.001024702,0.0004719107,0.00004722146,0.000003443374,0.00001134424,0.00001552901,0.000001176332,0.0008337818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2885411,"threshold_uncertainty_score":0.5737232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009668767120112432,"score_gpt":0.2481757254969598,"score_spread":0.2385069583768474,"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."}}