{"id":"W4289450294","doi":"10.1215/22011919-9712445","title":"Eco-comedy","year":2022,"lang":"en","type":"article","venue":"Environmental Humanities","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Comedy; History; Art; Literature","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008649125,0.0001939525,0.000148773,0.00008265929,0.001813595,0.0001443104,0.0002679213,0.00001592771,0.1437357],"category_scores_gemma":[0.00000101241,0.0002044864,0.0001019748,0.00001098101,0.0004799635,0.0003058823,0.0003213651,0.000285596,0.0007338026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956159,"about_ca_system_score_gemma":0.000003815263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003301008,"about_ca_topic_score_gemma":0.00003518021,"domain_scores_codex":[0.9988142,0.00006389509,0.0002077949,0.0002570223,0.0003480414,0.0003090999],"domain_scores_gemma":[0.9996395,0.00002824171,0.00005042566,0.0002335316,0.000001051576,0.00004730689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006216746,0.0009442175,0.001901688,0.00003842711,0.00008990594,0.0001300671,0.1358995,0.00008967768,0.000806294,0.8062111,0.05169564,0.002131327],"study_design_scores_gemma":[0.0002584914,0.0001742537,0.0007560317,0.000002626365,0.00001587319,0.0000202531,0.04395751,0.00001077992,0.00008428281,0.002550878,0.9518982,0.0002708108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5199097,0.00111076,0.000001257996,0.0001973175,0.001242111,0.0002135256,0.001041673,0.0001356573,0.4761479],"genre_scores_gemma":[0.885205,0.00002019196,0.00001657747,0.001973129,0.0004283334,0.0001239971,0.0003627014,0.0000382947,0.1118317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9002026,"threshold_uncertainty_score":0.9994859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214011442681002,"score_gpt":0.1584983448874262,"score_spread":0.1463582304606162,"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."}}