{"id":"W4318814368","doi":"10.1090/nml/054/10","title":"Dark Hex","year":2022,"lang":"en","type":"book-chapter","venue":"Anneli Lax new mathematical library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003137059,0.001103269,0.0007138205,0.001808203,0.002115812,0.005770617,0.001086626,0.001168703,0.7251225],"category_scores_gemma":[0.000980941,0.0006613217,0.0005802612,0.001872815,0.0007114653,0.004526633,0.003409176,0.002154847,0.5781148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053126,"about_ca_system_score_gemma":0.001000417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002928643,"about_ca_topic_score_gemma":0.008326879,"domain_scores_codex":[0.999714,0.00003517568,0.00000834357,0.00005557441,0.0001453994,0.00004148314],"domain_scores_gemma":[0.9996724,0.00004374973,0.00001008033,0.00008646345,0.0001155754,0.00007166513],"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":[0.00003388185,0.00002416036,0.00005840067,0.0000857423,0.000003053368,0.00005117622,0.0001186301,0.0001192862,0.0003669847,0.05143145,0.8468304,0.1008768],"study_design_scores_gemma":[0.000001844664,0.000003014776,0.00003863636,0.00003276325,0.00000108236,0.00002930612,0.00004642974,0.00005842665,0.0001204652,0.005236289,0.9944284,0.000003345541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000165623,0.000575205,0.001975383,0.0004249365,0.0006748921,0.00001725769,0.0005687466,0.0008122424,0.9947856],"genre_scores_gemma":[0.0007308401,0.0002991414,0.0004662233,0.0001528952,0.00005132887,0.000008530029,0.0003100588,0.000412409,0.9975684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2748775,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841387373474911,"score_gpt":0.2295902803676757,"score_spread":0.2011764066329266,"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."}}