{"id":"W7064589897","doi":"","title":"Assured Guaranty Ltd. Reports Results for Fourth Quarter 2021 and Full Year 2021","year":2022,"lang":"en","type":"other","venue":"","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Surety; Quarter (Canadian coin); Payment; Subpoena","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":[0.00385006,0.0007967732,0.001057192,0.00166574,0.001091255,0.005326706,0.001444724,0.003360759,0.6466031],"category_scores_gemma":[0.02975477,0.0005081018,0.0006991899,0.001302078,0.0009061788,0.002873805,0.002992035,0.002281677,0.5947744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149842,"about_ca_system_score_gemma":0.005229874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002695728,"about_ca_topic_score_gemma":0.002957204,"domain_scores_codex":[0.9969295,0.0003434448,0.0002529809,0.0003715398,0.001581836,0.0005207823],"domain_scores_gemma":[0.9800329,0.002152638,0.001574147,0.001664029,0.009495692,0.005080569],"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":[0.0001497575,0.0000173382,0.0005718194,0.0001670237,0.000008948736,0.0001582663,0.00001720568,0.00005793439,0.0001603519,0.002492286,0.9533521,0.04284716],"study_design_scores_gemma":[0.00004205524,0.00002559881,0.001020367,0.0001974507,0.000006655177,0.0001967779,0.0000507331,0.0001038432,0.0002219674,0.001256715,0.9968703,0.000007450084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001890209,0.004672831,0.003192815,0.05621453,0.05012772,0.0003093964,0.0434446,0.003660214,0.8364877],"genre_scores_gemma":[0.01262382,0.003469781,0.001593176,0.005005633,0.005788125,0.0002429825,0.02683717,0.002836547,0.9416028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6466031,"threshold_uncertainty_score":0.5040778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005646075551414473,"score_gpt":0.2399272141390166,"score_spread":0.2342811385876021,"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."}}