{"id":"W3216577625","doi":"10.1016/j.ecoser.2021.101393","title":"Understanding the determinants of biodiversity non-use values in the context of climate change: Stated preferences for the Hawaiian coral reefs","year":2021,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; WSP (Canada); University of Waterloo","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Climate change; Coral; Context (archaeology); Coral reef; Coral reef fish; Welfare; Geography; Biodiversity; Fishery; Ecology; Biology; Economics","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":[0.000985885,0.00009213726,0.0002676768,0.00004510786,0.0001682652,0.00005547261,0.0003170981,0.00004822984,0.00004345523],"category_scores_gemma":[0.00001128671,0.00005960508,0.00007715441,0.0001122732,0.0000406061,0.0002800126,0.00007567828,0.00005017177,0.00002190152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000728642,"about_ca_system_score_gemma":0.000008001055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012154,"about_ca_topic_score_gemma":0.0119569,"domain_scores_codex":[0.9990976,0.00005661348,0.0004669947,0.0001859383,0.00003796548,0.000154877],"domain_scores_gemma":[0.9988273,0.0003241832,0.0005472957,0.0002705728,0.00001724022,0.0000133568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002266422,0.00003276414,0.989602,0.0002404427,0.00003379811,4.828768e-7,0.007957371,0.00006154609,0.000004241031,0.001799893,0.00002411816,0.0002206205],"study_design_scores_gemma":[0.0007003762,0.00008869442,0.9015483,0.0001425984,0.00003219353,0.000001926373,0.07055928,0.02421065,0.0002462692,0.00203849,0.0003032922,0.0001279993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970143,0.0006242969,0.00006944563,0.0003167378,0.00021491,0.0005121151,0.001005952,0.000003473175,0.0002387972],"genre_scores_gemma":[0.9988066,0.0009050075,0.00002285123,0.0001618812,0.0000209355,0.00003653312,0.00003147573,0.000004992571,0.000009715537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08805382,"threshold_uncertainty_score":0.667223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2746051589865401,"score_gpt":0.2544440727120026,"score_spread":0.02016108627453755,"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."}}