{"id":"W2115213879","doi":"10.5539/ells.v4n3p18","title":"Matrimonial Relations in Shakespeare’s The Taming of the Shrew: The Machiavellian Husband/Ruler","year":2014,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ruler; Power (physics); Relation (database); Dominance (genetics); Wife; Sociology; Order (exchange); Social order; Politics; Gender studies; Law; 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":[0.0008460024,0.000104501,0.000166661,0.00002851433,0.001101848,0.0001231994,0.0002328947,0.00006260131,0.00001299547],"category_scores_gemma":[0.001553668,0.00004840586,0.00006950615,0.0003967067,0.0005574511,0.0001104299,0.0001250209,0.0003078936,0.000001175736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674159,"about_ca_system_score_gemma":0.00001940059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003535818,"about_ca_topic_score_gemma":0.003302302,"domain_scores_codex":[0.998884,0.0003593701,0.0001726779,0.000145022,0.0002207299,0.000218198],"domain_scores_gemma":[0.9991195,0.0004844731,0.00007423544,0.0001719176,0.0001305772,0.0000193185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006059222,0.00001261492,0.009374463,0.00001989718,0.00004414975,0.000003886646,0.9645515,0.000001838058,0.00001028984,0.003950317,0.01970275,0.002322233],"study_design_scores_gemma":[0.0004263708,0.00002867638,0.06465573,0.0004160054,0.00006274605,0.000002204523,0.774951,0.000008327712,0.00004993815,0.0008867178,0.1583269,0.0001852838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660976,0.05133052,0.000002612039,0.007081957,0.0008489852,0.0003460608,0.00002562002,0.000033073,0.07423361],"genre_scores_gemma":[0.9939907,0.0009040382,0.00002952441,0.0002853584,0.0009779097,0.00001836075,0.000001832361,0.000006020883,0.003786318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1896004,"threshold_uncertainty_score":0.8474639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00598049083813743,"score_gpt":0.2679272066716418,"score_spread":0.2619467158335044,"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."}}