{"id":"W4290080978","doi":"","title":"La gestion de l'eau au Québec","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Environmental science; Political science","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":[0.0004614475,0.0002784623,0.0003011568,0.0005897378,0.006613948,0.00337654,0.0005098087,0.0009326506,0.02382391],"category_scores_gemma":[0.001337786,0.0001619533,0.000280313,0.001663191,0.001293346,0.0008514391,0.001303524,0.001452145,0.001193471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0308778,"about_ca_system_score_gemma":0.02096381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990801,"about_ca_topic_score_gemma":0.994096,"domain_scores_codex":[0.9994986,0.0001484448,0.00001017649,0.00007372785,0.0001107972,0.000158268],"domain_scores_gemma":[0.9993234,0.000134929,0.00004829702,0.00003126646,0.0002829662,0.0001793306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005560917,0.0002590438,0.1798712,0.00039972,0.0002489806,0.003645511,0.1541641,0.005607855,0.005647169,0.1497068,0.1576837,0.3422098],"study_design_scores_gemma":[0.00003537254,0.00009169331,0.3259072,0.0003540631,0.00005224413,0.0002246095,0.06784663,0.002608049,0.0005775301,0.002602974,0.5996038,0.00009583568],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6908097,0.004650495,0.003107624,0.02367155,0.0004424832,0.00008003908,0.003027921,0.0001628564,0.2740474],"genre_scores_gemma":[0.8152913,0.001380334,0.0010406,0.0006173583,0.00002523321,0.00004129669,0.0003443276,0.00004050173,0.181219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0308778,"threshold_uncertainty_score":0.2240351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239915658400985,"score_gpt":0.2440614764989732,"score_spread":0.2216623199149634,"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."}}