{"id":"W4229641894","doi":"10.2307/4107274","title":"The Nile","year":2004,"lang":"fr","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001516247,0.0004345053,0.0007399748,0.0002004539,0.002379669,0.0001846864,0.001163596,0.000146799,0.0002948608],"category_scores_gemma":[0.001480883,0.000328333,0.0003685643,0.001033045,0.003419417,0.0004177244,0.0001523358,0.0004492764,0.0001744816],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007105631,"about_ca_system_score_gemma":0.0009445855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2563066,"about_ca_topic_score_gemma":0.9724521,"domain_scores_codex":[0.9966651,0.0001728074,0.0009308442,0.0003694772,0.0002298233,0.001632],"domain_scores_gemma":[0.9957778,0.0004476337,0.0007694832,0.000444696,0.0004430088,0.002117322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002399512,0.0004317491,0.1125863,0.00158208,0.007016823,0.01987659,0.3726986,0.01501473,0.0005070112,0.1713928,0.1716546,0.1269987],"study_design_scores_gemma":[0.0006647385,0.0008525769,0.01422735,0.0007605464,0.0003630419,0.001389816,0.08984838,0.00002260992,0.00002838912,0.008710305,0.8825642,0.0005680724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8634992,0.08862453,0.00007411173,0.03472865,0.005055882,0.0003911925,0.0002639074,0.00001107711,0.007351436],"genre_scores_gemma":[0.9892667,0.003894773,0.0009571527,0.0002236181,0.0007175012,0.000006225908,0.000001017165,0.00003076876,0.004902247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7161455,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938445140373481,"score_gpt":0.2104699668137177,"score_spread":0.1810855154099829,"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."}}