{"id":"W7162114546","doi":"10.59236/emro.v26i1a8131","title":"Atomic Hope","year":2024,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nuclear power; Argument (complex analysis); Atomic energy; Energy (signal processing); Climate change; Power (physics); Nuclear weapon","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006422119,0.0009296564,0.0004387782,0.0008781684,0.003132842,0.006719274,0.0009768091,0.002087784,0.832652],"category_scores_gemma":[0.002413107,0.0005908554,0.0004476025,0.0008101121,0.0005844189,0.003614107,0.004295199,0.00299652,0.5743595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208003,"about_ca_system_score_gemma":0.001443908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002979259,"about_ca_topic_score_gemma":0.0103139,"domain_scores_codex":[0.9993874,0.00007734739,0.00002045011,0.000133233,0.0002672227,0.0001142455],"domain_scores_gemma":[0.9989607,0.0001164564,0.000045295,0.0001240325,0.0002806789,0.0004728673],"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":[0.00002223109,0.00001441117,0.00005264194,0.00004622888,0.000001267976,0.00004499974,0.0001018689,0.000009959697,0.0001239882,0.003890023,0.9675175,0.02817492],"study_design_scores_gemma":[0.000003635047,0.000004404506,0.0000906137,0.00002281434,6.330942e-7,0.00002899294,0.0001022837,0.000009383223,0.00002799099,0.0002627584,0.9994447,0.00000178894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003930593,0.0008828128,0.0003898759,0.004267956,0.003402872,0.0000758586,0.0009792193,0.0009330504,0.9886754],"genre_scores_gemma":[0.001328046,0.0004087914,0.0002013911,0.0009246698,0.000303129,0.00003584212,0.0004326502,0.0002976038,0.9960679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.832652,"threshold_uncertainty_score":0.2387016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405526874625429,"score_gpt":0.2949180699208123,"score_spread":0.260862801174558,"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."}}