{"id":"W7023903466","doi":"","title":"PLH Group Acquires Pipeworx and Expands into Canada\\n| Reuters","year":2013,"lang":"en","type":"other","venue":"","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Class (philosophy); Set (abstract data type); Order (exchange)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002949741,0.0008382489,0.0008456401,0.002227692,0.02389409,0.01086718,0.003876553,0.03732397,0.1182859],"category_scores_gemma":[0.0134333,0.0008358573,0.00100878,0.001754883,0.00581308,0.003136416,0.004991391,0.01996892,0.02093389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02884602,"about_ca_system_score_gemma":0.07560422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7671981,"about_ca_topic_score_gemma":0.9117604,"domain_scores_codex":[0.9947785,0.0003624617,0.0001362725,0.0004161821,0.001861879,0.00244461],"domain_scores_gemma":[0.9928046,0.002521975,0.0001994305,0.0002621055,0.002566567,0.001645338],"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":[0.0000191367,0.00002013074,0.0002149355,0.00004767536,0.000006168564,0.0002781594,0.0004078582,0.0000408585,0.00008274466,0.04758134,0.9445792,0.006721655],"study_design_scores_gemma":[0.00002505892,0.00001043873,0.0009728739,0.0001927974,0.00001279456,0.00005679456,0.001406322,0.0000811978,0.0001634876,0.003405822,0.9936446,0.00002779473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002450321,0.002238513,0.0001999548,0.1830737,0.004123557,0.0001258621,0.0005440983,0.000144296,0.8070998],"genre_scores_gemma":[0.01020595,0.0007891953,0.0001043046,0.1042343,0.0008131462,0.00006822894,0.00009254709,0.0001064114,0.883586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7671981,"threshold_uncertainty_score":0.4683457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005479917532460561,"score_gpt":0.2208846345971452,"score_spread":0.2154047170646846,"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."}}