{"id":"W60403318","doi":"10.1007/978-0-387-69216-6_2","title":"Friezes and Mosaics","year":2008,"lang":"en","type":"book-chapter","venue":"Springer undergraduate texts in mathematics and technology","topic":"Central European Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Frieze; Art; Computer science; Geography; Art history","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"],"consensus_categories":[],"category_scores_codex":[0.0002264563,0.0003054198,0.0005013586,0.0004204118,0.0003008083,0.00005288672,0.000235475,0.0003961809,0.00002223833],"category_scores_gemma":[0.0001303823,0.0003013198,0.00004000399,0.000108447,0.001506495,0.00006976018,0.000362275,0.0004843613,0.00002939557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006573798,"about_ca_system_score_gemma":0.00005568772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001921421,"about_ca_topic_score_gemma":0.000443106,"domain_scores_codex":[0.9985905,0.00001455835,0.0003831291,0.0004056655,0.0002302547,0.0003759317],"domain_scores_gemma":[0.9992569,0.0001358281,0.0001938417,0.0002852107,0.00005525151,0.00007293136],"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":[0.000001359133,0.00002178747,0.0002163761,0.00008424426,0.00004461842,0.00008369335,0.001949376,9.080239e-8,0.000002920211,0.980632,0.000897082,0.01606642],"study_design_scores_gemma":[0.0001413188,0.00002596089,0.00004120815,0.0002086809,0.00002081357,0.00001578295,0.0002131758,0.00001205197,0.000003417612,0.5755839,0.4234764,0.0002572718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002961995,0.01546565,0.00003610468,0.007423069,0.0001774109,0.0004746303,0.00001093742,0.0003031899,0.973147],"genre_scores_gemma":[0.07293478,0.3073918,0.01337694,0.0001539176,0.000221311,0.00002183347,0.000006992059,0.0001896379,0.6057028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4225793,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915419062177095,"score_gpt":0.2495446364099006,"score_spread":0.2303904457881296,"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."}}