{"id":"W4415368940","doi":"10.37236/11555","title":"Complement Avoidance in Binary Words","year":2025,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Complement (music); Binary number; Word (group theory); Binary data; Factor (programming language)","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":[],"consensus_categories":[],"category_scores_codex":[0.001544041,0.0001092855,0.0001996943,0.0002510567,0.00008964787,0.00007449844,0.001977206,0.00004121127,0.000001991313],"category_scores_gemma":[0.00008469293,0.00007395616,0.00006340617,0.001218963,0.00003623531,0.0002829556,0.0002433107,0.0008732259,0.000001228349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172963,"about_ca_system_score_gemma":0.0005767262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008138807,"about_ca_topic_score_gemma":0.00000770217,"domain_scores_codex":[0.9986404,0.0001419074,0.0003857719,0.000114361,0.0003069972,0.0004106295],"domain_scores_gemma":[0.9990646,0.0001642894,0.0002531274,0.0003402663,0.0001519075,0.00002576701],"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":[0.00001305777,0.00007337576,0.0002282951,0.00001001797,0.00001511903,0.00001550297,0.0001947115,0.00001653207,0.0003742042,0.9937347,0.0008178469,0.004506675],"study_design_scores_gemma":[0.0004229724,0.0002033448,0.0002428031,0.0001063614,0.000007058852,0.00004162371,0.00003243695,0.00107575,0.004407001,0.9898326,0.003548027,0.00008003585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03957905,0.05385276,0.8940461,0.01072022,0.0007097221,0.0001839989,1.801074e-7,0.00008928538,0.0008187374],"genre_scores_gemma":[0.9964278,0.000404629,0.002575066,0.0003437274,0.00002030166,0.000003115655,1.11857e-7,0.000004710632,0.0002205182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9568488,"threshold_uncertainty_score":0.3793781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006246664915193381,"score_gpt":0.2710007751769041,"score_spread":0.2647541102617108,"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."}}