{"id":"W4405557110","doi":"10.1007/978-3-031-69793-7_1","title":"Introduction to Part I","year":2024,"lang":"en","type":"book-chapter","venue":"Emerging globalities and civilizational perspectives","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005205952,0.0008307841,0.000587735,0.001576075,0.001651113,0.004063417,0.0009607766,0.001570711,0.4446121],"category_scores_gemma":[0.001868696,0.0003541437,0.0005094905,0.001650274,0.0006703214,0.002539427,0.001661991,0.002569085,0.2807267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177524,"about_ca_system_score_gemma":0.001828659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385227,"about_ca_topic_score_gemma":0.003922203,"domain_scores_codex":[0.9995684,0.00005670048,0.00002583239,0.0001015645,0.0001944785,0.00005296903],"domain_scores_gemma":[0.9993272,0.0001232644,0.00003248476,0.00007605437,0.0003303037,0.0001106251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002206374,0.00004259509,0.0001081631,0.0001615621,0.000001588678,0.0000443621,0.0001776557,0.000125793,0.0003638719,0.02799975,0.895174,0.0757785],"study_design_scores_gemma":[0.00000106714,0.0000067219,0.0001509683,0.00009076115,5.69721e-7,0.00003144861,0.00004825646,0.00002477047,0.00004827727,0.00220155,0.9973936,0.000001953597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006124537,0.006677262,0.003115152,0.006261722,0.01296998,0.0002106082,0.002280024,0.0006170122,0.9672558],"genre_scores_gemma":[0.003163014,0.004257812,0.001372045,0.001962385,0.002211527,0.0001479177,0.001861207,0.0002724291,0.9847518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4446121,"threshold_uncertainty_score":0.7921934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311038897123506,"score_gpt":0.2182276181287784,"score_spread":0.2051172291575434,"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."}}