{"id":"W4400197544","doi":"10.5070/c64163843","title":"An aperiodic monotile","year":2024,"lang":"en","type":"article","venue":"Combinatorial Theory","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Trinity College, University of Cambridge","keywords":"Aperiodic graph; Computer science; Mathematics; Combinatorics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001240525,0.0001878282,0.000239862,0.0004512222,0.001039707,0.001044839,0.0002462657,0.0004604564,0.003789644],"category_scores_gemma":[0.0006225817,0.0002088355,0.0002302264,0.0002817127,0.002237046,0.001187468,0.0009472453,0.000592634,0.0004061489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959611,"about_ca_system_score_gemma":0.00023497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003253763,"about_ca_topic_score_gemma":0.0005423723,"domain_scores_codex":[0.9997476,0.00002597765,0.00001473582,0.00007323857,0.00009168136,0.00004672],"domain_scores_gemma":[0.9996723,0.00007084147,0.00006592078,0.00008057818,0.00003459977,0.00007581323],"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":[0.00008522323,0.00003014244,0.002956999,0.00009891782,0.00001205652,0.0006831539,0.0005850981,0.003932294,0.03005011,0.9449579,0.001188912,0.01541905],"study_design_scores_gemma":[0.0000495764,0.0002975929,0.008408816,0.00006850252,0.00002839772,0.003471701,0.001546147,0.02994088,0.02059067,0.8762117,0.05933271,0.00005328813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673652,0.0003637538,0.06629106,0.0006063994,0.0001134129,0.00003892262,0.0001243877,0.0001435229,0.06495342],"genre_scores_gemma":[0.9759787,0.0001869827,0.01225938,0.0001455171,0.00003770419,0.00002312649,0.0001077573,0.00004023367,0.01122077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003789644,"threshold_uncertainty_score":0.01267761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004731811673399726,"score_gpt":0.2240037264373749,"score_spread":0.2192719147639752,"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."}}