{"id":"W2514404668","doi":"","title":"Water as a Social Opportunity edited by Seanna L. Davidson, Jamie Linton, and Warren E. Mabee","year":2016,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Sociology","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":[0.001729429,0.001676288,0.001072864,0.001726697,0.001675249,0.004902592,0.0007917095,0.002256423,0.01214781],"category_scores_gemma":[0.002526724,0.0006680351,0.0005037999,0.003318675,0.003275988,0.004768347,0.002558114,0.003496848,0.002874105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002208136,"about_ca_system_score_gemma":0.005682754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085419,"about_ca_topic_score_gemma":0.02823087,"domain_scores_codex":[0.9994546,0.0002299511,0.00003286911,0.00009796222,0.0001503431,0.0000342693],"domain_scores_gemma":[0.9985607,0.0009207276,0.00007353064,0.00007079152,0.0002236421,0.0001505622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001729851,0.00002008827,0.0001320342,0.0003470487,0.000008274032,0.00006422671,0.001321104,0.0003791467,0.0001778739,0.05158771,0.9062483,0.03969681],"study_design_scores_gemma":[0.000005216732,0.00000805857,0.0005440951,0.0005259974,0.000003313456,0.00004922111,0.0008140058,0.0001002704,0.00008622697,0.01241896,0.9854345,0.00001004462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002515761,0.5447925,0.00341886,0.1903208,0.1323642,0.00009292647,0.001360854,0.0001425498,0.1249916],"genre_scores_gemma":[0.05352172,0.5763996,0.003599679,0.01502141,0.05669117,0.0002100667,0.001199417,0.0003939969,0.2929629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01214781,"threshold_uncertainty_score":0.04063851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371392458858067,"score_gpt":0.2331106722856418,"score_spread":0.2193967476970612,"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."}}