{"id":"W7101105207","doi":"","title":"The Role of Lawyers in Corporate Promotion and Management: A Canadian Case Study and Theoretical Speculations","year":2013,"lang":"en","type":"article","venue":"","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consolidation (business); Boom; Big business; Latin Americans; Promotion (chess); Business history; World War II","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001171801,0.00003986352,0.00003770542,0.00001583043,0.00006239479,0.00001957918,0.0000287227,0.00002707527,0.000007805334],"category_scores_gemma":[0.000009910416,0.00002360965,0.000006780779,0.00003708613,0.00009746986,0.00000126036,0.00004884665,0.00002210967,5.21636e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002564119,"about_ca_system_score_gemma":0.000006202666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00592394,"about_ca_topic_score_gemma":0.02903683,"domain_scores_codex":[0.9996698,0.00003975584,0.00007835489,0.0001044167,0.00002102002,0.00008668627],"domain_scores_gemma":[0.9998454,0.00000771916,0.00002053338,0.00006552778,0.000017001,0.0000437903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002261199,0.0002190091,0.6887734,0.00001658183,0.00008129959,0.0001536966,0.0002706917,0.00001252821,0.0268906,0.1879672,0.00004797703,0.09554437],"study_design_scores_gemma":[0.001927383,0.002227413,0.8996142,0.00002540623,0.00005821541,0.0005409825,0.02118897,0.01201304,0.007309531,0.05267506,0.001892925,0.0005268275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958828,0.00006280084,0.00001511387,0.0001879969,0.000006199094,0.0003051719,7.556193e-7,0.000001593142,0.003537559],"genre_scores_gemma":[0.9997727,0.00002120841,0.0001184957,0.00002178107,0.000007061506,0.000009522406,0.000002858886,0.000001769532,0.00004459006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2108409,"threshold_uncertainty_score":0.9886807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051872287016522,"score_gpt":0.2206291240848587,"score_spread":0.2101104012146935,"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."}}