{"id":"W3138586061","doi":"10.11647/obp.0213.12","title":"The Aesthetics of Hidden Ecologies","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Aesthetics; Indeterminate; Sociology; Environmental ethics; Epistemology; Art; Philosophy; Mathematics; Pure mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008408888,0.0002294437,0.0003781371,0.0001355752,0.001181981,0.004019651,0.002793842,0.0003519125,0.009696173],"category_scores_gemma":[0.0004858191,0.0001902875,0.0003028469,0.00008720324,0.00164421,0.00186419,0.0008737632,0.000527543,0.0001238718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497743,"about_ca_system_score_gemma":0.0007879302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257972,"about_ca_topic_score_gemma":0.06818302,"domain_scores_codex":[0.9981573,0.0001010074,0.0004263619,0.0003657534,0.0005798441,0.0003696939],"domain_scores_gemma":[0.9975992,0.0004879254,0.0004909537,0.0006734519,0.0006308253,0.0001176224],"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":[0.000007428418,0.00001184606,0.00001477511,0.000003542193,0.00009934975,0.000008959077,0.0008090356,4.229838e-7,5.824551e-7,0.4918409,0.5049856,0.002217567],"study_design_scores_gemma":[0.00007685625,0.00005501997,0.00004348037,0.00006176404,0.00005678122,0.000001736213,0.01254534,1.725249e-7,0.000003046178,0.02378996,0.9631621,0.0002037905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004115219,0.002058181,1.159865e-7,0.01261308,0.001114429,0.000596597,0.00001722592,0.00004625636,0.9835129],"genre_scores_gemma":[0.001749275,0.002072041,0.0001929762,0.0004338754,0.0001439718,0.00003829183,0.00002550041,0.00004119451,0.9953029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.468051,"threshold_uncertainty_score":0.9970143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04620131556217081,"score_gpt":0.3222078164714226,"score_spread":0.2760065009092518,"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."}}