{"id":"W854673256","doi":"10.71781/13118","title":"La gestion de l'eau au coeur de l'aménagement du territoire à Singapour","year":2009,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00100183,0.0003102735,0.0003173014,0.00005117495,0.0007250269,0.0006529681,0.0008976517,0.0006625314,0.001841784],"category_scores_gemma":[0.0001659307,0.0003189523,0.0001162543,0.0002188858,0.0001590226,0.0006221349,0.00007770616,0.000477564,0.0003532102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198633,"about_ca_system_score_gemma":0.00134458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04225924,"about_ca_topic_score_gemma":0.06570885,"domain_scores_codex":[0.9977283,0.0004680453,0.0003344734,0.0004618303,0.0004037041,0.0006035846],"domain_scores_gemma":[0.9990708,0.00007519835,0.0003749602,0.0002090371,0.00008212832,0.0001878707],"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":[0.00007884443,0.0001583975,0.0146718,0.00004324272,0.00005937371,0.0001134911,0.1027868,0.0003188014,0.001501575,0.0008924801,0.01007804,0.8692972],"study_design_scores_gemma":[0.0004244813,0.0001169401,0.2155004,0.000695714,0.0001501811,0.0000145321,0.01287728,0.0002572227,0.002829335,0.001222634,0.7654597,0.0004516024],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8484036,0.0001542121,0.00008497342,0.003178946,0.0008145422,0.0004560576,0.00004256359,0.00000359434,0.1468615],"genre_scores_gemma":[0.8688634,0.000287422,0.006087973,0.0002969466,0.00120234,0.00002352175,0.000340333,0.00003055097,0.1228675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8688456,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169365730468782,"score_gpt":0.3003234494473184,"score_spread":0.2833868764004402,"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."}}