{"id":"W6981260283","doi":"","title":"Echo Global Logistics Reports Record Fourth Quarter Revenue, Up 34.6% Year over Year","year":2018,"lang":"en","type":"other","venue":"","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Echo (communications protocol); Quarter (Canadian coin); Center (category theory)","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":["insufficient_payload"],"category_scores_codex":[0.0001676151,0.0002312575,0.0002545703,0.00009850177,0.00005778534,0.0002260632,0.0003929083,0.0003169324,0.001699464],"category_scores_gemma":[0.00004883446,0.0002038187,0.00008826321,0.0002193357,0.0001438429,0.0001270156,0.0001277555,0.0001511551,0.001491662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007092296,"about_ca_system_score_gemma":0.0001903612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002354812,"about_ca_topic_score_gemma":0.0001490528,"domain_scores_codex":[0.9985362,0.00004092447,0.0002746567,0.0005988678,0.0002699481,0.0002793664],"domain_scores_gemma":[0.998647,0.000009487339,0.000363983,0.000821137,0.00007562383,0.00008279974],"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":[0.000001786792,0.00001056152,0.0007162575,0.00002981468,0.00001907236,0.00003771475,0.00001345356,1.603409e-7,7.839654e-7,0.0007074767,0.970285,0.02817794],"study_design_scores_gemma":[0.0001724255,0.00005779746,0.00006902489,0.0002131758,0.00002104448,0.0002339889,0.00001342946,0.0005517272,0.00001476656,0.009043799,0.989222,0.0003868176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004250783,0.00005519622,0.4152729,0.00005291115,0.005318096,0.00007538831,0.00001092006,0.0002982576,0.5789121],"genre_scores_gemma":[0.0002726382,0.0000328688,0.1906904,0.0001364173,0.001279849,0.000004031164,0.000008408267,0.00007790091,0.8074974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2285854,"threshold_uncertainty_score":0.9992858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182357383976845,"score_gpt":0.2545011189112059,"score_spread":0.2426775450714374,"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."}}