{"id":"W3213864809","doi":"10.5539/ells.v11n4p56","title":"An Analysis of Mark Twain’s Ecological Narratives","year":2021,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Industrialisation; Symbol (formal); Happiness; Urbanization; Narrative; Order (exchange); Ecology; Sociology; Space (punctuation); Environmental ethics; Simple (philosophy); Aesthetics; History; Philosophy; Epistemology; Literature; Political science; Art; Law; Economics; Biology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002843373,0.0003465614,0.0002442889,0.002896709,0.02009026,0.009002029,0.001554479,0.001998353,0.003651135],"category_scores_gemma":[0.00786966,0.0002886951,0.0001741621,0.004309615,0.01473485,0.008968088,0.006245951,0.002994958,0.0003744778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01281595,"about_ca_system_score_gemma":0.005745192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06290682,"about_ca_topic_score_gemma":0.1167538,"domain_scores_codex":[0.996815,0.00197429,0.00007717965,0.000166264,0.0005653948,0.0004019425],"domain_scores_gemma":[0.9949827,0.003356771,0.000492995,0.0001558229,0.0005332471,0.0004784393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000738653,0.00001364395,0.0004856556,0.00003546377,0.000001684715,0.0007857674,0.9003703,0.0000287225,0.0001353928,0.0851179,0.008875662,0.004142404],"study_design_scores_gemma":[0.000001347146,0.000004380262,0.0009068717,0.0001317508,0.000001947052,0.0002065785,0.7652589,0.00008651684,0.0001906367,0.006968578,0.2262306,0.00001189638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5450416,0.007709634,0.002504788,0.07432014,0.000478852,0.0001191035,0.0002285314,0.00004783506,0.3695495],"genre_scores_gemma":[0.9638726,0.002862974,0.0008213435,0.002640007,0.00009690069,0.00009582138,0.00007501235,0.00004828257,0.02948707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06290682,"threshold_uncertainty_score":0.1250813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080994314556078,"score_gpt":0.2674677276601105,"score_spread":0.2566577845145497,"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."}}