{"id":"W4317888352","doi":"10.1002/pan3.10439","title":"Forgotten whales, fading codfish: Perceptions of ‘natural’ ecosystems inform visions of future recovery","year":2023,"lang":"en","type":"article","venue":"People and Nature","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society; University of Victoria","funders":"Colby College","keywords":"Vision; Halibut; Fishery; Geography; Herring; Gadus; Clupea; Fishing; Ecology; Environmental resource management; Biology; Environmental science; Fish <Actinopterygii>","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":[0.0001382789,0.0001140683,0.0002508069,0.00007570942,0.0001430226,0.00001036931,0.0001220237,0.0001315302,0.0001843899],"category_scores_gemma":[0.00003695239,0.00008624755,0.00008468018,0.0005210122,0.00003578572,0.0002125351,0.0003302867,0.0002124824,0.0000424846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002934013,"about_ca_system_score_gemma":0.000006819753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004834893,"about_ca_topic_score_gemma":0.008453449,"domain_scores_codex":[0.9992149,0.00001228538,0.000229466,0.0001722663,0.0001935272,0.0001775395],"domain_scores_gemma":[0.9995996,0.00007056598,0.0001033697,0.0001566097,0.00002164588,0.00004822689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004875436,0.00006136537,0.8156371,0.0004352513,0.0001016047,0.000004629082,0.003985453,0.00004785852,0.009935956,0.0004802651,0.1330067,0.03625516],"study_design_scores_gemma":[0.000231371,0.00008181149,0.9563519,0.00006779905,0.00003025531,0.00001450739,0.002940477,0.0004790766,0.0001926848,0.0002843831,0.03916276,0.0001630037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951051,0.0005674337,0.000004025904,0.000679809,0.0005290737,0.0001765932,0.00007902757,0.00003996427,0.002818982],"genre_scores_gemma":[0.9961569,0.001665809,0.00004576483,0.000042321,0.0001050644,0.00001184599,0.00005074018,0.000007699227,0.001913866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1407148,"threshold_uncertainty_score":0.4717223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004286650970005709,"score_gpt":0.2170209744935282,"score_spread":0.2127343235235225,"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."}}