{"id":"W4231244115","doi":"10.1017/9781108637152.015","title":"Selecting a Country Manager for Delta Beverages India","year":2019,"lang":"en","type":"other","venue":"","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sustainability; Comprehension; Key (lock); Public relations; Knowledge management; Political science; Business; Management; Engineering ethics; Engineering; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002534666,0.0002389839,0.0002758558,0.0004401573,0.00009005304,0.0002751935,0.0002030598,0.0002309003,0.005245429],"category_scores_gemma":[0.00002638512,0.000230191,0.00006076702,0.0001876123,0.00001449992,0.0001841395,0.00009265941,0.0001155384,0.002375863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005812928,"about_ca_system_score_gemma":0.00004928972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003252452,"about_ca_topic_score_gemma":0.0001412451,"domain_scores_codex":[0.9990432,0.000001995361,0.0002490072,0.000316866,0.0001137893,0.0002751065],"domain_scores_gemma":[0.9993929,0.00002159038,0.0003320951,0.0001757928,0.00007287576,0.000004797699],"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":[0.000003166838,0.00001076271,0.0009519691,0.0003493886,0.00008800028,7.18305e-7,0.00001300596,7.862243e-7,8.012414e-7,0.07906554,0.9172645,0.002251402],"study_design_scores_gemma":[0.0004402723,0.00000136448,0.0003772019,0.00006022313,0.00002498601,2.708539e-7,0.0001335244,0.0001765414,0.000001131074,0.0003184581,0.9981189,0.0003471438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007674635,0.00003361842,0.001110323,0.0003180235,0.001499016,0.0007536223,0.000009959183,0.0003366779,0.995862],"genre_scores_gemma":[0.0008082935,0.00000807112,0.001377905,0.0126997,0.001962809,0.00006824319,0.0003968861,0.0003572621,0.9823208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08085442,"threshold_uncertainty_score":0.9984009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009867205892803392,"score_gpt":0.2164237821335368,"score_spread":0.2065565762407334,"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."}}