{"id":"W7014831497","doi":"","title":"QualTek Services Inc. to Report First Quarter 2022 Financial Results on May 17, 2022","year":2022,"lang":"en","type":"other","venue":"","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Financial services; Financial Audit; Financial plan","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007390593,0.000540714,0.001015774,0.001031165,0.000320205,0.00009861615,0.0007804947,0.0002616715,0.06068165],"category_scores_gemma":[0.0001911867,0.0006336842,0.000231186,0.0004603815,0.00007238732,0.00008842385,0.0008210777,0.0005167971,0.006950386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555316,"about_ca_system_score_gemma":0.00004171202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004283209,"about_ca_topic_score_gemma":0.0055261,"domain_scores_codex":[0.9964988,0.00002867916,0.0009963404,0.001723756,0.0002055659,0.0005468182],"domain_scores_gemma":[0.9974597,0.00008781552,0.0009436164,0.001342986,0.00003596086,0.0001299115],"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":[0.0001104842,0.0001746054,0.001543124,0.0000607507,0.0001793709,0.000191915,0.001666562,0.00005316888,7.039461e-8,0.03146196,0.9644407,0.0001172993],"study_design_scores_gemma":[0.0006575004,0.0002482175,0.00154326,0.00003771293,0.00001347552,0.000008602623,0.001500984,0.0000299391,4.902879e-7,0.001828099,0.9933692,0.0007624899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001461105,0.001377639,0.00008559554,0.002510325,0.002774392,0.0006898032,0.004993759,0.0002431802,0.9871792],"genre_scores_gemma":[0.001225968,0.00067706,0.0006122504,0.002192054,0.0008322797,0.0002935299,0.0004386038,0.0003512083,0.993377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05373127,"threshold_uncertainty_score":0.9996114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313939942692689,"score_gpt":0.2462892671538092,"score_spread":0.2231498677268823,"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."}}