{"id":"W7132480224","doi":"","title":"Testin: A Chinese Startup Partnering with Multiple MNCs","year":2018,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Context (archaeology); Multinational corporation; Service (business); Quality (philosophy); Service quality","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001943391,0.0008337505,0.0006121778,0.0004940041,0.0005936979,0.0001213212,0.0005688922,0.0004778653,0.00100243],"category_scores_gemma":[0.0003998019,0.0006622069,0.0001661317,0.0005066636,0.001711822,0.0002091903,0.000196994,0.0004608494,0.007573944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005734402,"about_ca_system_score_gemma":0.001412862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004054661,"about_ca_topic_score_gemma":0.0007165409,"domain_scores_codex":[0.9965872,0.00009587011,0.0004774131,0.001050369,0.001174767,0.0006144496],"domain_scores_gemma":[0.9976567,0.0001216294,0.0005591547,0.001065665,0.0002506223,0.0003462078],"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":[0.0004600718,0.000614689,0.06067533,0.0004638294,0.0008214194,0.002600552,0.0001457807,0.00093172,0.004755884,0.001982395,0.9262972,0.000251112],"study_design_scores_gemma":[0.001188907,0.0001492048,0.007329253,0.001410238,0.0001115717,0.001280418,0.00001125729,0.0004693643,0.0002694489,0.00003317087,0.986762,0.0009851312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007150932,0.0009584568,0.0004645104,0.000009542821,0.001959129,0.0006905536,0.0002323031,0.001606914,0.9869276],"genre_scores_gemma":[0.1400976,0.00001254492,0.007928131,0.00007370139,0.00665637,0.0002816984,0.0004208451,0.001643963,0.8428851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1440425,"threshold_uncertainty_score":0.9999108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190924177070304,"score_gpt":0.2423466634172699,"score_spread":0.2304374216465669,"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."}}