{"id":"W7052498695","doi":"","title":"Ribbon Communications Inc. Releases Fourth Quarter 2017 Financial Results","year":2018,"lang":"en","type":"other","venue":"","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ribbon; Measure (data warehouse); Financial services","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002603657,0.001302376,0.0008776309,0.003406928,0.002083756,0.01000347,0.001423592,0.003477591,0.5238756],"category_scores_gemma":[0.01628906,0.0005404088,0.0007896797,0.002547962,0.0009612142,0.004704642,0.00182773,0.00404535,0.549192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002599847,"about_ca_system_score_gemma":0.004551888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00676694,"about_ca_topic_score_gemma":0.009699994,"domain_scores_codex":[0.9963745,0.0002109345,0.0001364482,0.0002200717,0.002667356,0.0003905222],"domain_scores_gemma":[0.9916523,0.001197103,0.0005232057,0.0008980845,0.004624797,0.001104534],"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":[0.00005413657,0.00002644505,0.0001374471,0.00003390469,0.0000025417,0.00003924609,0.00001254865,0.00007825484,0.0001134775,0.004776199,0.9755316,0.01919416],"study_design_scores_gemma":[0.00002408579,0.00002416242,0.0004467868,0.00006470208,0.000003702284,0.00005577498,0.00003335199,0.0002713132,0.0004444472,0.002178966,0.9964402,0.00001242586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007973846,0.0008671809,0.001422068,0.00658126,0.00329082,0.000148727,0.01283648,0.004620778,0.9694353],"genre_scores_gemma":[0.004080744,0.0007334775,0.0005524991,0.001459263,0.0007362058,0.00009513033,0.008849925,0.001785609,0.981707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5238756,"threshold_uncertainty_score":0.6791337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658085691539384,"score_gpt":0.2400847070804973,"score_spread":0.2235038501651035,"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."}}