{"id":"W4287922022","doi":"10.4324/9781003082798-5","title":"Deep Weather1","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Threatened species; Flood myth; Meditation; Global warming; Geography; Narrative; Ecology; Climate change; Archaeology; Habitat; Art; Biology; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001540374,0.0004302685,0.0001163561,0.0005132948,0.001407594,0.002234527,0.0003388496,0.0006135611,0.07171969],"category_scores_gemma":[0.000395069,0.0001325564,0.0001482599,0.0007021182,0.000786843,0.001857891,0.001180118,0.001464729,0.01381367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706094,"about_ca_system_score_gemma":0.0008992176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008785214,"about_ca_topic_score_gemma":0.03218595,"domain_scores_codex":[0.9998875,0.0000160945,0.000002853046,0.0000188517,0.00005561136,0.00001905507],"domain_scores_gemma":[0.9999192,0.00002786261,0.00000458017,0.000009235536,0.00002344053,0.00001573573],"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":[0.00002046394,0.0000203535,0.0002999833,0.0001989014,0.000002359617,0.0001108212,0.003320641,0.0002425056,0.0009292581,0.3010234,0.5639766,0.1298547],"study_design_scores_gemma":[2.940552e-7,0.000001601104,0.00009778835,0.00003513679,2.86111e-7,0.00002440267,0.0001640343,0.00001565191,0.00006472785,0.00215206,0.9974427,0.000001319089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001195242,0.00565324,0.001150987,0.002413876,0.001577625,0.00001170607,0.0002396518,0.00007211837,0.9876856],"genre_scores_gemma":[0.01584428,0.004408707,0.0005905397,0.0008618552,0.0002879438,0.00001204133,0.0002206506,0.0001207623,0.9776533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07171969,"threshold_uncertainty_score":0.2399263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684706596057229,"score_gpt":0.2533526628070621,"score_spread":0.2365055968464899,"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."}}