{"id":"W4411772245","doi":"10.1007/978-3-031-97548-6_4","title":"Maximal 2-Dimensional Binary Words of Bounded Degree","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"semigroups and automata theory","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Montreal Police Service; Université du Québec à Montréal","funders":"","keywords":"Degree (music); Computer science; Bounded function; Binary number; Algorithm; Arithmetic; Mathematics; Mathematical analysis; Physics","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":[0.0002085828,0.0006694688,0.0006755862,0.0009089724,0.001203181,0.002291498,0.0006256859,0.0008200016,0.01226058],"category_scores_gemma":[0.001035641,0.0005911782,0.000435691,0.0009433859,0.001127918,0.002960725,0.002102898,0.001203747,0.002600675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005967416,"about_ca_system_score_gemma":0.0002878886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167366,"about_ca_topic_score_gemma":0.0004760503,"domain_scores_codex":[0.9996701,0.00006180115,0.00002488591,0.00006874675,0.00006917508,0.0001052657],"domain_scores_gemma":[0.9994237,0.0003094046,0.00005141649,0.00005301635,0.00006838147,0.00009405025],"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":[0.0001925592,0.00002885151,0.0002247675,0.0001799118,0.000009621011,0.0002486369,0.0005922597,0.0013038,0.01018334,0.9691169,0.005279745,0.0126395],"study_design_scores_gemma":[0.00003216602,0.00003583205,0.0006167167,0.00005169242,0.00001370022,0.0004557324,0.0002808535,0.003771888,0.007496132,0.9633013,0.02391539,0.00002848691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5311171,0.003503364,0.1272648,0.002120605,0.000696646,0.0001176315,0.002449095,0.0008261342,0.3319045],"genre_scores_gemma":[0.8911091,0.001000518,0.02205735,0.0003659855,0.0002568224,0.0001470784,0.001298528,0.0002289357,0.0835356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226058,"threshold_uncertainty_score":0.04101574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777926676795939,"score_gpt":0.2397637187666649,"score_spread":0.2219844519987055,"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."}}