{"id":"W4206562732","doi":"10.1090/fic/059/03","title":"Geometric realizations of crystals","year":2011,"lang":"en","type":"other","venue":"","topic":"Optics and Image Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geometry; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006673414,0.0001105805,0.0002239523,0.001633764,0.00001758433,0.00006486278,0.0001600867,0.00008804542,0.06047019],"category_scores_gemma":[0.00007052887,0.00009207142,0.00009715252,0.0012377,0.0000226822,0.0001362788,0.00008391313,0.00003419918,0.0007765254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002813289,"about_ca_system_score_gemma":0.000007394115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006105565,"about_ca_topic_score_gemma":0.0003792317,"domain_scores_codex":[0.9994749,0.000001428166,0.0001684787,0.0001345541,0.0001215915,0.0000990635],"domain_scores_gemma":[0.9993129,0.000004982398,0.0002888188,0.0002557025,0.000133262,0.000004281936],"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":[3.898021e-7,0.00003634388,0.0004104141,0.0001258077,0.00007991769,8.665644e-7,7.427761e-7,7.750096e-7,0.000006233804,0.02294042,0.9750334,0.001364707],"study_design_scores_gemma":[0.00005831063,0.000001471205,0.0001115316,0.00003079642,0.0001897226,5.106395e-8,0.00001079607,0.0001069612,0.000005457401,0.0004053313,0.9989597,0.0001198514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005240035,0.000203518,0.006475317,0.00002465806,0.00008015563,0.00007246092,0.000006091829,0.00008014967,0.9930524],"genre_scores_gemma":[0.001952638,0.0001631328,0.000698194,0.0001887033,0.0005055571,0.000003078603,0.00009404124,0.0001700306,0.9962246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05969366,"threshold_uncertainty_score":0.9980921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864628864151779,"score_gpt":0.2136992644096184,"score_spread":0.1950529757681006,"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."}}