{"id":"W3038021689","doi":"10.37236/444","title":"Honeycomb Arrays","year":2010,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Honeycomb; Golomb coding; Honeycomb structure; Combinatorics; Mathematics; Grid; Hexagonal crystal system; Discrete mathematics; Computer science; Geometry; Materials science; Crystallography; Composite material; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008110355,0.00008215114,0.0001228079,0.00005984769,0.0001541218,0.0000895531,0.001745328,0.0000402846,0.000008677941],"category_scores_gemma":[0.0000374962,0.00005399393,0.0000957767,0.0004270856,0.00004127627,0.0002197884,0.0000920144,0.0008850936,0.0000277747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004736312,"about_ca_system_score_gemma":0.0003412155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002124505,"about_ca_topic_score_gemma":0.000003065936,"domain_scores_codex":[0.9990222,0.00003814265,0.0002392039,0.00008413037,0.0002917675,0.0003244935],"domain_scores_gemma":[0.9989095,0.0001102033,0.0002396263,0.0005257681,0.0001475173,0.00006732926],"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":[0.000001250411,0.00006299741,0.00002805097,9.652315e-7,0.0000141866,0.000002073814,0.0001085885,0.000006293948,0.008830274,0.9884624,0.0007419863,0.001740887],"study_design_scores_gemma":[0.0003176367,0.0001252129,0.0002905297,0.000002662724,0.00001385491,0.0004181883,0.00001295936,0.001968386,0.009371169,0.9265065,0.0608855,0.00008745061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1600582,0.0006897427,0.8304433,0.005597635,0.001024584,0.00008575126,1.904048e-7,0.00004912617,0.002051476],"genre_scores_gemma":[0.9991739,0.0001029659,0.0003231798,0.00009794818,0.00009565907,0.000001909558,1.89756e-7,0.000006621169,0.0001975792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8391158,"threshold_uncertainty_score":0.384534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003704780689912189,"score_gpt":0.2095091347338645,"score_spread":0.2058043540439523,"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."}}