{"id":"W4229754014","doi":"10.1090/car/036/19","title":"𝑆(5,8,24)","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œCarus mathematical monographs","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006247495,0.001443614,0.00172835,0.0004444394,0.0003398927,0.00027363,0.001925307,0.0008863033,0.004993946],"category_scores_gemma":[0.0001015001,0.00101769,0.001693245,0.0003317243,0.001195745,0.0001229274,0.0006522865,0.00208751,0.09714381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279902,"about_ca_system_score_gemma":0.0001189836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005076314,"about_ca_topic_score_gemma":0.00001724881,"domain_scores_codex":[0.9946941,0.0001045742,0.001434727,0.001198365,0.001638235,0.0009300229],"domain_scores_gemma":[0.9951464,0.0008259679,0.0007259686,0.002410851,0.000189759,0.0007010753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007046786,0.00008934116,0.000002868205,0.000324146,0.0007537392,0.0001311032,0.0004709547,0.00000156536,0.00005582455,0.88722,0.1088725,0.002007548],"study_design_scores_gemma":[0.0003082125,0.0001103732,0.000003404747,0.0003125223,0.0006572537,0.00007692652,0.0000439893,0.0003559793,0.00001717169,0.6321236,0.3651535,0.0008370479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002699271,0.001309703,0.001037647,0.000824335,0.0003919794,0.001733567,0.0005694065,0.001284931,0.9928215],"genre_scores_gemma":[0.04071385,0.00030551,0.008446185,0.003424747,0.002119846,0.0006314977,0.000462508,0.003650528,0.9402453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.256281,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865303299427501,"score_gpt":0.2466814905652532,"score_spread":0.2080284575709782,"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."}}