{"id":"W4394775347","doi":"10.53555/sfs.v8i1.2532","title":"Influence Of Industrialization On 19th-Century Fiction","year":2021,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Industrialisation; Late 19th century; Economics; Art; Aesthetics; Market economy; Period (music)","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":[0.003473819,0.0004686384,0.0003342276,0.003536293,0.009955708,0.00800516,0.0006595235,0.001174229,0.006131193],"category_scores_gemma":[0.009523871,0.000205881,0.000303468,0.002002375,0.01320718,0.002588654,0.004397071,0.001909344,0.0005182306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006445763,"about_ca_system_score_gemma":0.001091555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711172,"about_ca_topic_score_gemma":0.003728015,"domain_scores_codex":[0.9972553,0.001676252,0.00008308113,0.0002149378,0.0005098144,0.0002606906],"domain_scores_gemma":[0.9910574,0.007355895,0.0004052643,0.0004054342,0.0005507496,0.0002252464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000145531,0.0000658588,0.004445336,0.000478275,0.00002499847,0.003220313,0.7275891,0.0003332454,0.001881194,0.195713,0.0126373,0.05346586],"study_design_scores_gemma":[0.00001681363,0.0001212597,0.01102122,0.0009062717,0.00003113553,0.002512917,0.08381452,0.0004548818,0.00315246,0.01202563,0.8858985,0.00004440528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5739031,0.01356508,0.002440111,0.01047281,0.00119621,0.00006929448,0.0001768444,0.0001130562,0.3980634],"genre_scores_gemma":[0.9811406,0.002708224,0.0006127357,0.0004788884,0.0004994341,0.00002778421,0.00007154816,0.00006787054,0.01439291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009955708,"threshold_uncertainty_score":0.04676753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171647969578241,"score_gpt":0.274727162835478,"score_spread":0.0575623658776539,"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."}}