{"id":"W2136155066","doi":"10.1007/s10040-006-0118-0","title":"The role of Earth observation in improving water governance in Africa: ESA’s TIGER initiative","year":2006,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Space Agency; Inyuvesi Yakwazulu-Natali; Universität Wien","keywords":"Tiger; Corporate governance; Hydrogeology; Earth observation; Political science; Geology; Business; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01845356,0.0003814499,0.0002091122,0.0008248558,0.0008601815,0.002190518,0.0007632367,0.001347942,0.001837139],"category_scores_gemma":[0.0190194,0.0001302935,0.0001481143,0.001512444,0.0009741028,0.003578371,0.002497243,0.001517967,0.0001088617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632832,"about_ca_system_score_gemma":0.01423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02761542,"about_ca_topic_score_gemma":0.02811729,"domain_scores_codex":[0.9979728,0.001007608,0.00007159189,0.0001260448,0.000269082,0.0005527806],"domain_scores_gemma":[0.980005,0.01214651,0.001755968,0.001126387,0.002130669,0.002835363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001616478,0.0008371369,0.2246351,0.001124738,0.0002905577,0.001416688,0.01045895,0.009318401,0.009101385,0.08063369,0.07119519,0.5893717],"study_design_scores_gemma":[0.001092223,0.001211929,0.5136336,0.001215345,0.0003530944,0.0003386424,0.02382067,0.01313911,0.01179474,0.03974645,0.3934997,0.000154466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5922495,0.006058303,0.004865851,0.3453407,0.000867907,0.0002691682,0.001898591,0.0001417652,0.04830828],"genre_scores_gemma":[0.9777489,0.003159191,0.007615706,0.006779437,0.0002474418,0.00009724573,0.0003834446,0.00003801296,0.003930685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02761542,"threshold_uncertainty_score":0.09759289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599071337712653,"score_gpt":0.1816729392501154,"score_spread":0.1656822258729889,"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."}}