{"id":"W2739260065","doi":"10.7202/1040535ar","title":"Prospective participative pour la zone urbaine de Pise (Italie) : l’eau et l’alimentation comme enjeux de développement territorial","year":2017,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Art","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":[0.002028301,0.000392327,0.0004775333,0.0001296981,0.002975351,0.0004140439,0.0005732422,0.0004592888,0.0001265957],"category_scores_gemma":[0.001159462,0.0004361496,0.0003373792,0.0003656822,0.0114036,0.0004374662,0.0001330831,0.0006083159,0.00003942965],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00446396,"about_ca_system_score_gemma":0.001814633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2158513,"about_ca_topic_score_gemma":0.315759,"domain_scores_codex":[0.9963948,0.001128425,0.0004106358,0.000472028,0.0004903742,0.001103765],"domain_scores_gemma":[0.9977782,0.0006350844,0.0004657228,0.0003440242,0.0002861496,0.0004907829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001299889,0.0005839224,0.1543354,0.00005498223,0.0007080003,0.00009279449,0.3682996,0.00001325206,0.0001572726,0.4117973,0.05894448,0.004883052],"study_design_scores_gemma":[0.004371477,0.0004579023,0.5523894,0.0003353551,0.0008182956,0.000009845856,0.03178237,0.0001338647,0.0005292512,0.1439584,0.2640455,0.001168337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450306,0.01114125,0.004788776,0.1828967,0.004937086,0.00128987,0.0001138966,0.0001998971,0.04960191],"genre_scores_gemma":[0.9773775,0.00304,0.001460844,0.001147248,0.002694253,0.0003053993,0.00001118272,0.00004598209,0.01391761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.398054,"threshold_uncertainty_score":0.999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04264261454695981,"score_gpt":0.3194117506242798,"score_spread":0.27676913607732,"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."}}