{"id":"W2810505745","doi":"10.1016/j.marpol.2018.05.024","title":"Valuation as destruction? The social effects of valuation processes in contested marine spaces","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Valuation (finance); Legitimacy; Imperfect; Politics; Sociology; Value (mathematics); Democracy; Political science; Business; Law; Accounting; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002716555,0.0001035978,0.0001077978,0.00007853953,0.0001171908,0.00002629191,0.0001546612,0.0000268433,0.0005565364],"category_scores_gemma":[0.0004508009,0.00007765926,0.00002501817,0.000698252,0.0002067314,0.0001327791,0.001637916,0.00005479671,0.0001110481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218461,"about_ca_system_score_gemma":0.00003621013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02848205,"about_ca_topic_score_gemma":0.008726201,"domain_scores_codex":[0.9990985,0.00007740566,0.0001820815,0.0001757027,0.0002956033,0.0001706686],"domain_scores_gemma":[0.9996208,0.00007232551,0.0001130962,0.0001348186,0.00003379658,0.00002518825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009859146,0.0002145995,0.2342399,0.0001621759,0.00002360951,0.000002551459,0.002694738,0.0001121575,0.001984719,0.01133709,0.0005774664,0.7485524],"study_design_scores_gemma":[0.0006042028,0.0002118241,0.9048859,0.00000909859,0.00002419603,0.000003766615,0.0001256294,0.00054964,0.00329861,0.08849866,0.001684419,0.0001040349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085801,0.000001757718,0.0001352996,0.002820942,0.00007427728,0.000479892,5.755653e-7,0.00002569305,0.08788147],"genre_scores_gemma":[0.9971513,0.000008375528,0.0001352628,0.0001901277,0.0002182057,0.00005661876,0.00001017469,0.000008160317,0.002221771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7484484,"threshold_uncertainty_score":0.9779873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299259238023735,"score_gpt":0.2826856533313751,"score_spread":0.2696930609511377,"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."}}