{"id":"W6980813980","doi":"","title":"Coral Benches, Steps, and Planters","year":2021,"lang":"en","type":"article","venue":"UND Scholarly Commons (University of North Dakota)","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nephew and niece; Coral; Tourism; Politics; Documentation; Sculpture; Girl; Nomination","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030462,0.0001161486,0.000247122,0.00009876022,0.0002455954,0.0001099757,0.0002495856,0.00006829503,0.0003223498],"category_scores_gemma":[0.0001351997,0.0001412506,0.00007612554,0.0002679255,0.0001246638,0.000460511,0.0001722704,0.0002604325,0.00002258697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002773221,"about_ca_system_score_gemma":0.0001006747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007095715,"about_ca_topic_score_gemma":0.002719871,"domain_scores_codex":[0.9991789,0.0001003876,0.000143826,0.0001941349,0.0002175389,0.0001652059],"domain_scores_gemma":[0.9988692,0.0002569975,0.0001382559,0.0003946635,0.0001897078,0.0001511728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050816,0.001607765,0.684047,0.0009488167,0.0007248279,0.0002908958,0.0152873,0.000002020834,0.0001494988,0.225568,0.03268438,0.03858438],"study_design_scores_gemma":[0.004177826,0.0003950382,0.6559111,0.0005244396,0.0009720307,0.0002558698,0.01764676,0.0007702783,0.0002110071,0.09602839,0.2217354,0.001371811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879028,0.0002667217,0.00193208,0.0007873321,0.00008663858,0.0001299769,0.00006438915,0.00005132423,0.008778726],"genre_scores_gemma":[0.9562752,0.0000800642,0.04000756,0.00006739691,0.0000166169,3.00453e-7,0.00007738696,0.00001378211,0.003461685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.189051,"threshold_uncertainty_score":0.5760034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06534129677503289,"score_gpt":0.2791042702304078,"score_spread":0.2137629734553749,"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."}}