{"id":"W2557715472","doi":"","title":"Eliza’s Awakening in Pygmalion","year":2016,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypocrisy; Bourgeoisie; Character (mathematics); Realism; Art; Socialism; Aesthetics; Literature; Philosophy; Sociology; Communism; Law; Politics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232916,0.00003587335,0.00009037081,0.0001383422,0.00005304239,0.00001217775,0.00006671137,0.00002813578,0.0003689921],"category_scores_gemma":[0.00003336817,0.00002328644,0.00002900662,0.0006498759,0.0001915179,0.0001630245,0.00001148425,0.00002980218,0.00001150988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007956429,"about_ca_system_score_gemma":0.0003057004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002602926,"about_ca_topic_score_gemma":5.010553e-7,"domain_scores_codex":[0.9993821,0.00001119579,0.0001304604,0.0001258644,0.000239859,0.0001105664],"domain_scores_gemma":[0.9996524,0.00001275779,0.00004340597,0.00007497588,0.0001716305,0.00004477771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001385056,0.0002666822,0.04458637,0.00002070778,0.000004054116,8.632763e-7,0.002276711,2.926016e-8,0.3262554,0.607506,0.0025801,0.01648923],"study_design_scores_gemma":[0.0002028745,0.0000225313,0.9515243,0.0001014593,0.00001321848,0.000001118603,0.0001861432,6.017762e-7,0.007473131,0.00132391,0.03910303,0.00004774458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7613881,0.0001879068,0.0000313409,0.007672088,0.0004823062,0.00007970002,9.057572e-7,0.00001295092,0.2301447],"genre_scores_gemma":[0.9875969,0.000005030694,0.0001604197,0.0005163071,0.0002132596,0.000004382058,9.084045e-7,0.000002398497,0.01150035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9069378,"threshold_uncertainty_score":0.4040205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523260412020752,"score_gpt":0.3426371407941264,"score_spread":0.3274045366739189,"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."}}