{"id":"W4383368400","doi":"10.3390/w15132476","title":"Damming Disputes: Conflict Prevention in Water Management","year":2023,"lang":"en","type":"article","venue":"Water","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Conflict management; Control (management); Environmental planning; Business; Environmental science; Environmental resource management; Water resource management; Political science; Law; Economics; Management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000949569,0.0001052119,0.0001096572,0.0002470788,0.0002564908,0.0001748394,0.0002614243,0.00004605746,0.0005465462],"category_scores_gemma":[0.000002080176,0.00006957856,0.0000580143,0.0001876762,0.00009416266,0.000194039,0.0001479463,0.00007426901,0.002617592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000914129,"about_ca_system_score_gemma":0.000004157939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005229573,"about_ca_topic_score_gemma":0.001119067,"domain_scores_codex":[0.9983853,0.0001376258,0.0002048127,0.0002699388,0.0003588085,0.0006435219],"domain_scores_gemma":[0.9997247,0.000008348358,0.0000112937,0.0001865085,0.00001052565,0.00005856325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001312396,0.0004977136,0.03591855,0.0006745044,0.0003894208,0.001015423,0.7976158,0.002316383,0.005455859,0.02799234,0.0137283,0.1142645],"study_design_scores_gemma":[0.0003351811,0.00001609915,0.004432071,0.00003730261,0.00001411277,1.626618e-7,0.003539936,0.00004166,0.002970493,0.002603842,0.9858522,0.0001569334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178185,0.000008886717,0.0002509527,0.006668239,0.0003698298,0.0007434009,0.000001017915,0.0003477084,0.07379147],"genre_scores_gemma":[0.9411871,0.00003091171,0.00008568256,0.0001567252,0.0000875686,0.00009294568,0.00005118492,0.0000176906,0.05829019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9721239,"threshold_uncertainty_score":0.998159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436873729514162,"score_gpt":0.3072886595192562,"score_spread":0.2729199222241145,"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."}}