{"id":"W6907455118","doi":"10.22055/pyk.2022.17671","title":"Analyzing the Structural and Aesthetic Elements of Sarouk Rugs of the Claremont Collection","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Quarter (Canadian coin); Salient; World War II; Fashion design","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001200811,0.0001557775,0.000393082,0.0001487064,0.0007638679,0.0003273127,0.001772378,0.00003083472,0.005536045],"category_scores_gemma":[0.00007184516,0.00008749238,0.0001164193,0.00060931,0.0002527019,0.0004799145,0.001393663,0.0002323823,2.780363e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006672987,"about_ca_system_score_gemma":0.00008266169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171239,"about_ca_topic_score_gemma":0.00009376376,"domain_scores_codex":[0.9977932,0.0005252079,0.0006608733,0.0002120824,0.0006059364,0.0002027053],"domain_scores_gemma":[0.9984013,0.00008322194,0.0009875064,0.000339926,0.0001369646,0.00005107344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002516987,0.00002800119,0.175573,0.00005983638,0.00004490289,0.000001429425,0.0008792471,0.0007806678,0.8140485,0.0001001937,0.002248261,0.005984283],"study_design_scores_gemma":[0.0005741589,0.00005798644,0.637193,0.0001436122,0.0001175353,0.00006655249,0.0009343008,0.0003494134,0.3435131,0.01361031,0.003175831,0.0002641893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892333,0.009305976,0.00001232867,0.0002121651,0.0004965519,0.0003755276,0.00005751803,0.000005904484,0.0003007632],"genre_scores_gemma":[0.9990455,0.0006514953,0.00006310545,0.00007571279,0.00002773771,0.00001460654,0.000001426238,0.00001494453,0.0001054598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4705354,"threshold_uncertainty_score":0.995373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199620844331526,"score_gpt":0.4632159625278033,"score_spread":0.3432538780946507,"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."}}