{"id":"W4247252812","doi":"10.1515/9781501753497","title":"Irregular Unions","year":2021,"lang":"en","type":"book","venue":"Cornell University Press eBooks","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Harvard University; University of Oxford; University of Cambridge; University of Pennsylvania; Folger Institute; Folger Shakespeare Library","keywords":"Political science; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008055228,0.0003469856,0.0003828884,0.0001327261,0.0002223882,0.0002133783,0.0006099195,0.0003160561,0.0002555416],"category_scores_gemma":[0.00001064376,0.0004228616,0.0002513942,0.00004792489,0.0001546453,0.0003486031,0.0007990606,0.0003921702,0.0001632465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015987,"about_ca_system_score_gemma":0.0002088351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004918918,"about_ca_topic_score_gemma":0.0001567149,"domain_scores_codex":[0.9987339,0.00001167969,0.000161651,0.0005628568,0.0002269317,0.0003030201],"domain_scores_gemma":[0.998608,0.00002731803,0.0003997407,0.0006648413,0.0002738363,0.00002628667],"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":[0.00003012523,0.00002150187,0.00001871321,0.0002182944,0.0000804982,0.0007022053,0.00001326794,0.00002859434,0.00001505549,0.6684433,0.3293358,0.001092619],"study_design_scores_gemma":[0.0004123097,0.000004099807,0.000059536,0.0002086001,0.0002940905,0.000002989135,0.0000365944,0.0001676197,0.00001267939,0.003546857,0.9947809,0.0004737385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002304588,0.0001980152,0.0002161285,0.00001995842,0.0005553879,0.0002322859,0.00004080736,0.000194406,0.9983125],"genre_scores_gemma":[0.001391377,0.0000498797,0.00001475864,0.0005903355,0.001156104,6.627884e-7,0.0003140485,0.00005474292,0.9964281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6654451,"threshold_uncertainty_score":0.9998223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588409210794017,"score_gpt":0.1603837080831217,"score_spread":0.1244996159751815,"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."}}