{"id":"W3115850186","doi":"10.5070/g314449240","title":"Review: Infowhelm, Environmental Art and Literature in an Age of Data","year":2020,"lang":"en","type":"article","venue":"Electronic Green Journal","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Environmental ethics; Geography; Sociology; History; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002910713,0.00007890686,0.0001643942,0.00003459241,0.00008765404,0.00006968519,0.0002519669,0.00001772006,0.00175792],"category_scores_gemma":[0.00002180317,0.00006054063,0.00002026511,0.00002889082,0.0001404085,0.0005026963,0.00009397321,0.000456197,0.00001858468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002451219,"about_ca_system_score_gemma":0.00005406204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007393337,"about_ca_topic_score_gemma":0.0001682504,"domain_scores_codex":[0.9991779,0.00009767681,0.0002043558,0.0001327332,0.0001598972,0.0002273821],"domain_scores_gemma":[0.999656,0.00002015695,0.00006395261,0.0001334787,0.00001584203,0.0001105422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009190183,0.0008860961,0.04310546,0.002544551,0.0005320922,0.001658002,0.1120195,0.000002746614,0.00546029,0.2478057,0.2019643,0.3831022],"study_design_scores_gemma":[0.0006424171,0.0009948305,0.002197211,0.0005398297,0.00003350611,0.0001244143,0.002041461,0.0003317797,0.00001897166,0.001364305,0.9915431,0.0001681621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3256468,0.593002,0.0007650919,0.01936785,0.00006631894,0.001045518,0.0006718935,0.00004519093,0.05938936],"genre_scores_gemma":[0.9728674,0.02424669,0.00004602335,0.000960376,0.0003757206,0.000001760966,0.0001678766,0.00001092864,0.001323272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7895787,"threshold_uncertainty_score":0.9991546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05311292766470524,"score_gpt":0.2953797545800533,"score_spread":0.242266826915348,"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."}}