{"id":"W3094957508","doi":"10.4236/oalib.1106833","title":"How Does Adaptive Governance Help Restore and Protect Shared Waters?","year":2020,"lang":"en","type":"article","venue":"OALib","topic":"Water resources management and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Corporate governance; Business; Environmental science; Environmental planning; Computer science; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004312636,0.0003600135,0.0003909037,0.001109955,0.001815025,0.005759042,0.001297638,0.001621467,0.003011865],"category_scores_gemma":[0.009986313,0.0002218621,0.000406014,0.001073097,0.008999261,0.008648596,0.00554711,0.001321608,0.0004134284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003449756,"about_ca_system_score_gemma":0.004460079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004950449,"about_ca_topic_score_gemma":0.007816284,"domain_scores_codex":[0.9975929,0.001078602,0.00008475684,0.0003097552,0.0003271311,0.00060679],"domain_scores_gemma":[0.9965663,0.0008669698,0.0008398682,0.0006358161,0.0005072638,0.0005837053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000355665,0.00009233705,0.01824275,0.0002891355,0.0001180015,0.0002969814,0.003368598,0.04431768,0.001373036,0.8033845,0.007625687,0.1208557],"study_design_scores_gemma":[0.000009869182,0.00005878466,0.006486992,0.0002669083,0.00002938732,0.000126646,0.007894752,0.01614641,0.0008668662,0.9260818,0.04199342,0.00003826037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3159025,0.003573834,0.3494938,0.1174389,0.0005166525,0.0002636349,0.0002639797,0.0004245001,0.2121222],"genre_scores_gemma":[0.9838064,0.0008842197,0.01256263,0.000584874,0.00003595099,0.00004849375,0.00003582183,0.0000305701,0.002011003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005759042,"threshold_uncertainty_score":0.02502984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260618487809992,"score_gpt":0.1567427582419867,"score_spread":0.1441365733638868,"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."}}