{"id":"W1997068888","doi":"10.5539/jpl.v6n4p121","title":"Review of American Notary System - New Developments, Challenges and Its Coping Strategy","year":2013,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formality; Variety (cybernetics); Database transaction; Business; Commission; Corporate governance; Computer security; Law; Political science; Computer science; Finance","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":[0.0001505464,0.00008117394,0.0002622354,0.00003850897,0.00004120709,0.00004329258,0.00007319947,0.00001716374,0.00001306472],"category_scores_gemma":[0.00002202033,0.00006392207,0.00002935425,0.00005683913,0.00003744243,0.0004639284,0.00004016018,0.00007041998,0.00000374741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001221689,"about_ca_system_score_gemma":0.00003921851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034344,"about_ca_topic_score_gemma":0.00003777023,"domain_scores_codex":[0.9993373,0.000006258952,0.0003484407,0.00006451271,0.0001227667,0.0001207294],"domain_scores_gemma":[0.9990535,0.00002095139,0.0006451254,0.00004799545,0.0002042393,0.00002815587],"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":[0.000005655522,0.00002956647,0.0005041293,0.01490676,0.00006204919,0.00002017358,0.00005968338,0.000001327147,0.00008442507,0.9577489,0.004933758,0.02164354],"study_design_scores_gemma":[0.001529787,0.0002264856,0.09052656,0.05018923,0.0003371073,0.0002768414,0.001670958,0.0003640078,0.0001644059,0.01597213,0.8380154,0.0007270893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4507383,0.5144681,0.00003946216,0.007666114,0.0003853565,0.0002969162,0.000004854951,0.00001623167,0.02638473],"genre_scores_gemma":[0.9464995,0.05076504,0.0001183468,0.002186796,0.000365252,6.848622e-7,5.983593e-7,0.000007020721,0.00005675491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9417768,"threshold_uncertainty_score":0.2606666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703642342079735,"score_gpt":0.2409861725542239,"score_spread":0.2039497491334266,"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."}}