{"id":"W2885216754","doi":"10.3390/w10081081","title":"Water Stewardship: Attributes of Collaborative Partnerships between Mining Companies and Communities","year":2018,"lang":"en","type":"article","venue":"Water","topic":"Mining and Resource Management","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stewardship (theology); Business; Water scarcity; Stakeholder engagement; Stakeholder; Scarcity; Environmental stewardship; Environmental resource management; Environmental planning; Public relations; Water resources; Political science; Geography","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":[0.009237331,0.0002545913,0.00028595,0.001997859,0.007298994,0.006855143,0.0008641775,0.001246233,0.005852171],"category_scores_gemma":[0.03160824,0.000258388,0.0004033392,0.001783483,0.004614432,0.005193589,0.01183632,0.001200369,0.0005359054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283199,"about_ca_system_score_gemma":0.005666471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003136127,"about_ca_topic_score_gemma":0.005731822,"domain_scores_codex":[0.9874956,0.007848984,0.0005414363,0.0006793934,0.001888961,0.001545786],"domain_scores_gemma":[0.955106,0.01487534,0.009950708,0.003136105,0.005289793,0.01164205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003392699,0.001361538,0.5595686,0.0006136607,0.0002673181,0.002966625,0.1978112,0.001458698,0.002611547,0.09011959,0.004691646,0.1381903],"study_design_scores_gemma":[0.00008472867,0.0006383877,0.3196163,0.000494661,0.0001516228,0.004962941,0.4920641,0.003549776,0.001309419,0.07757948,0.09942983,0.0001187139],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8361792,0.0006661774,0.009401536,0.003918849,0.00007701846,0.0004219083,0.00008744398,0.00005914696,0.1491888],"genre_scores_gemma":[0.9975494,0.000131208,0.0009504725,0.00007628275,0.000009691911,0.00004318558,0.00002023153,0.00000528958,0.001214222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009237331,"threshold_uncertainty_score":0.04885226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005518360849304,"score_gpt":0.2383705547151456,"score_spread":0.1883153711066526,"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."}}