{"id":"W4413640333","doi":"10.7202/1119138ar","title":"Approche participative explorant la gestion intégrée de l’eau dans le bassin versant du lac et de la rivière Saint-Charles","year":2022,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; Forestry; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01155656,0.000751984,0.0004716401,0.001934646,0.0173474,0.01361838,0.002706973,0.003433795,0.01400591],"category_scores_gemma":[0.006283012,0.0003921724,0.0006655751,0.002430646,0.01860139,0.005361343,0.006466179,0.0026814,0.00174681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03029644,"about_ca_system_score_gemma":0.04848458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3731757,"about_ca_topic_score_gemma":0.5693001,"domain_scores_codex":[0.991837,0.004498475,0.0001559194,0.0009426246,0.001407626,0.001158374],"domain_scores_gemma":[0.9940049,0.002030077,0.0003119798,0.0007463056,0.002036452,0.0008703053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004928422,0.00005306232,0.004632038,0.0003238008,0.00002781957,0.0006920852,0.196521,0.002406089,0.001038993,0.7105944,0.01353849,0.07012307],"study_design_scores_gemma":[0.00001909837,0.00004500171,0.005343597,0.0007484166,0.00003827012,0.0002318776,0.1437042,0.002450473,0.0006434948,0.1087103,0.7380152,0.00005003947],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1127007,0.004818779,0.1023582,0.06718399,0.0004717797,0.0004760326,0.0002563464,0.000359453,0.7113747],"genre_scores_gemma":[0.8053587,0.002796311,0.03880901,0.002159359,0.0001112235,0.0002993772,0.0002008875,0.0001560032,0.1501091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6268244,"threshold_uncertainty_score":0.742007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008373602106697154,"score_gpt":0.2307415832221094,"score_spread":0.2223679811154123,"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."}}