{"id":"W592578960","doi":"10.30861/9781407312156","title":"Riparia, un patrimoine culturel: La gestion intégrée des bords de l’eau. Proceedings of the Sudbury Workshop, April 12–14, 2012 / Actes de l’atelier Savoirs et pratiques de gestion intégrée des bords de l’eau – Riparia, Sudbury, 12–14 avril, 2012","year":2014,"lang":"fr","type":"book","venue":"University of Michigan Press eBooks","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanization; Geography; Humanities; Ecology; Art; Biology","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":[0.000734407,0.0004742716,0.0002368635,0.0005374106,0.005557489,0.005366293,0.0006483371,0.00104335,0.0116546],"category_scores_gemma":[0.0006373012,0.0003689829,0.0001482948,0.0008570395,0.004331975,0.003292469,0.002732265,0.001865208,0.000942532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005211437,"about_ca_system_score_gemma":0.00624514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07446727,"about_ca_topic_score_gemma":0.2192315,"domain_scores_codex":[0.9996682,0.0001117057,0.00001094031,0.00004580967,0.00009520858,0.00006810626],"domain_scores_gemma":[0.9998172,0.00005898858,0.00002158739,0.00001486084,0.00003130292,0.00005606914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006588019,0.00006134265,0.001061998,0.0004978196,0.00001053366,0.0008409215,0.05969705,0.0005014911,0.003324371,0.3078967,0.3432768,0.282765],"study_design_scores_gemma":[0.000003985669,0.00001352446,0.001762602,0.0002396114,0.000003449591,0.0001817389,0.01338332,0.00005779196,0.0004033695,0.004033376,0.9799072,0.00001009253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03137359,0.1168998,0.005712695,0.02884442,0.003000203,0.00008730235,0.0001608689,0.0001262793,0.8137949],"genre_scores_gemma":[0.2246106,0.04172072,0.004724764,0.002338313,0.0003906823,0.00009814233,0.0001325936,0.0001555282,0.7258286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9255327,"threshold_uncertainty_score":0.1480677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432347863414107,"score_gpt":0.2279131924214966,"score_spread":0.2135897137873555,"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."}}