{"id":"W7033732220","doi":"","title":"QualTek Announces Second Quarter 2022 Financial Results","year":2022,"lang":"en","type":"other","venue":"","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Financial management; Financial plan; Financial Audit","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":[0.002209608,0.001013781,0.0007675998,0.001437731,0.002213651,0.007632474,0.001375195,0.006765312,0.4612874],"category_scores_gemma":[0.004345917,0.0003718717,0.000878985,0.0006920904,0.000686141,0.002267397,0.001696901,0.00327478,0.2898597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188471,"about_ca_system_score_gemma":0.003616787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076307,"about_ca_topic_score_gemma":0.02261562,"domain_scores_codex":[0.9980411,0.00008386652,0.00004007595,0.0001407144,0.001300067,0.0003941858],"domain_scores_gemma":[0.9976484,0.0002395652,0.00009204668,0.0001196308,0.0009644199,0.0009359118],"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":[0.00008057087,0.00005815618,0.000109424,0.0000133556,0.00000159646,0.00004650578,0.000004681337,0.00006339043,0.0001726069,0.002436612,0.9877062,0.009306857],"study_design_scores_gemma":[0.0001094411,0.0001066059,0.001130254,0.00002586344,0.000005312891,0.00004415912,0.00005293735,0.0009049037,0.0005379987,0.002582629,0.9944801,0.00001972819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003330942,0.0007393187,0.001705696,0.022454,0.01117163,0.0002351122,0.01365582,0.003056238,0.9436514],"genre_scores_gemma":[0.004975687,0.0001323114,0.0003008722,0.003421376,0.0006502722,0.0000456416,0.004211445,0.0003030955,0.9859594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4612874,"threshold_uncertainty_score":0.7684081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007509612255839565,"score_gpt":0.1977801182523192,"score_spread":0.1902705059964796,"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."}}