{"id":"W4416785297","doi":"10.1093/cjres/rsaf046","title":"Making water ‘public’ in Bordeaux","year":2025,"lang":"en","type":"article","venue":"Cambridge Journal of Regions Economy and Society","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Grassroots; Politics; Metropolitan area; Ambivalence; Accidental; Public work","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005755051,0.00006966388,0.0001777976,0.00006019672,0.000283797,0.0001164965,0.0001659371,0.0001016356,0.00002008332],"category_scores_gemma":[0.00003096338,0.00005305974,0.0001413443,0.0001225576,0.0002196079,0.0005472134,0.00003819579,0.0002357218,0.000001079511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331198,"about_ca_system_score_gemma":0.000240165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006049564,"about_ca_topic_score_gemma":0.00006038556,"domain_scores_codex":[0.9993076,0.0000526305,0.0002552537,0.00009062765,0.00006546439,0.000228434],"domain_scores_gemma":[0.99963,0.00003564897,0.0001143034,0.00007114489,0.00009273498,0.00005616738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002239498,0.00005939324,0.09014184,0.0000598015,0.0001729756,0.0000264134,0.03265078,0.0000204608,0.0001100961,0.570181,0.2973627,0.009192134],"study_design_scores_gemma":[0.0004173199,0.00001554842,0.0121758,0.00007396963,0.00001204585,0.000009821569,0.01036901,0.00001774819,0.0001140845,0.004286051,0.9724237,0.00008496027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.852007,0.001432625,0.001657824,0.03629861,0.0005779529,0.0001238405,0.000002980654,0.0000127198,0.1078865],"genre_scores_gemma":[0.9941015,0.001359363,0.0002615573,0.001759082,0.0002245405,0.000001407703,5.496933e-7,0.000003195998,0.002288846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6750609,"threshold_uncertainty_score":0.2182765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244743796683079,"score_gpt":0.2932750520446916,"score_spread":0.2708276140778608,"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."}}