{"id":"W4214502235","doi":"10.23919/jcc.2022.9722765","title":"Front cover","year":2022,"lang":"en","type":"paratext","venue":"China Communications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Front cover; Front (military); Cover (algebra); Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004226619,0.0004326879,0.0005412576,0.0003336667,0.001486008,0.0001221625,0.007058548,0.0002340624,0.3275928],"category_scores_gemma":[0.0001126888,0.0004905542,0.0002952315,0.0004229344,0.0003849399,0.0001424322,0.005106924,0.002481824,0.7518443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009133822,"about_ca_system_score_gemma":0.0005239305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006400408,"about_ca_topic_score_gemma":0.0001132121,"domain_scores_codex":[0.997216,0.000978179,0.0005232792,0.000432397,0.0004590375,0.0003910525],"domain_scores_gemma":[0.987084,0.0002920073,0.000514917,0.0118799,0.00009568586,0.0001334923],"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":[0.00000814843,0.0003079968,0.000009188456,0.00002144055,0.0001413065,6.860585e-7,0.0007031357,0.0002791543,0.00005994117,0.001503734,0.9966292,0.000336057],"study_design_scores_gemma":[0.0002512482,0.00002457567,0.0003949988,0.00004246396,0.0001072239,0.000009644858,0.00006330782,0.0003952333,0.000007769268,0.0002279032,0.9979807,0.0004949687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004373772,0.02723337,0.00009680107,0.001404257,0.001206633,0.0006530703,0.008600029,0.0002217404,0.9605404],"genre_scores_gemma":[0.007697598,0.006145481,0.002169395,0.0002954637,0.0001698821,0.001098034,0.03063201,0.0003817182,0.9514104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4242516,"threshold_uncertainty_score":0.9998195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04590882514356498,"score_gpt":0.3304447281375013,"score_spread":0.2845359029939363,"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."}}