{"id":"W4252130897","doi":"10.1016/s1359-6128(10)70159-2","title":"CBM Pumps &amp; Service signs marketing deal with Chinese motor and seal manufacturer","year":2010,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Service (business); China; Seal (emblem); Product (mathematics); Commerce; Engineering; Marketing; Law; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003348372,0.0002484609,0.0003127977,0.00009383859,0.0001658115,0.00006860171,0.000114204,0.0003033119,0.001455776],"category_scores_gemma":[0.00003724038,0.0001688558,0.00006679734,0.0002913787,0.00005866925,0.0001534457,0.00009489572,0.001601391,0.00003279386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002967307,"about_ca_system_score_gemma":0.0000676362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070756,"about_ca_topic_score_gemma":0.002037377,"domain_scores_codex":[0.9987506,0.00005795963,0.0002169773,0.0003502129,0.0002966713,0.00032762],"domain_scores_gemma":[0.9989737,0.0001033441,0.00009163478,0.0003727445,0.00008252395,0.0003760121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095195,0.0001966053,0.9553407,0.0001952604,0.0003673355,0.0003323228,0.0002344291,0.00001994905,0.03906919,0.00001247865,0.001387134,0.001749375],"study_design_scores_gemma":[0.00233616,0.0002338855,0.9545669,0.0001254345,0.0006476188,0.0013984,0.0004099839,0.0004597484,0.001499014,0.00001652039,0.03781018,0.0004961658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862617,0.00003754353,0.00001501058,0.01029864,0.00006947981,0.0002106499,0.00003330188,0.00005621812,0.003017425],"genre_scores_gemma":[0.9926791,0.000004526396,0.0007200773,0.004378319,0.0007160059,0.00001583574,0.0001053912,0.00002976931,0.001350932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03757018,"threshold_uncertainty_score":0.999457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277874455874366,"score_gpt":0.2664104101263736,"score_spread":0.2536316655676299,"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."}}