{"id":"W7052363639","doi":"","title":"ROTH CH26 : QualTek Announces Third Quarter 2022 Financial Results","year":2022,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Financial management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002741385,0.001176861,0.0008964681,0.001491632,0.003340107,0.01013434,0.00151419,0.007866562,0.5354728],"category_scores_gemma":[0.005853911,0.000453125,0.001114079,0.0009211935,0.0008284166,0.002318689,0.002699503,0.004858884,0.3923615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003083946,"about_ca_system_score_gemma":0.006955685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044192,"about_ca_topic_score_gemma":0.04381358,"domain_scores_codex":[0.9976121,0.0001273599,0.00005376977,0.000178743,0.001296634,0.0007313641],"domain_scores_gemma":[0.9967734,0.0002550688,0.0001035261,0.0001608213,0.001205612,0.00150161],"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":[0.00005887124,0.00003220726,0.00006947605,0.000009051042,0.000001252967,0.00002758368,0.000003673779,0.00002793629,0.00006706612,0.002022554,0.9928164,0.004863882],"study_design_scores_gemma":[0.00009432979,0.00006344186,0.0008698601,0.00002814255,0.000003830623,0.00002689225,0.00004682011,0.0004371677,0.0002774588,0.002945571,0.9951857,0.00002077562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002085048,0.0007108261,0.0009954332,0.02809954,0.01217299,0.0002541366,0.01899923,0.003011799,0.933671],"genre_scores_gemma":[0.003558086,0.0001283976,0.0002212557,0.005551004,0.0006940949,0.00006311238,0.003418857,0.0004519744,0.9859131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4645272,"threshold_uncertainty_score":0.6625916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009548323649936522,"score_gpt":0.2563980141244153,"score_spread":0.2468496904744787,"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."}}