{"id":"W156605946","doi":"","title":"Computational modeling of genetic processes in stichotrichous ciliates","year":2003,"lang":"en","type":"article","venue":"","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Closure (psychology); Decidability; Computer science; Computational complexity theory; Theoretical computer science; Formal language; Ciliate; Process (computing); Computational problem; Computational model; Mathematics; Algorithm; Biology; Genetics; 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":[0.00008400647,0.00006226305,0.00007900489,0.0000253508,0.00001577905,0.000005018874,0.00006488794,0.00005432931,0.00001208303],"category_scores_gemma":[0.0002382283,0.00004865945,0.00002074623,0.0001186761,0.00001955525,8.308328e-7,0.00002220308,0.00002920467,0.000001465845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002870897,"about_ca_system_score_gemma":0.00005529935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008165433,"about_ca_topic_score_gemma":0.000009912263,"domain_scores_codex":[0.9994771,0.00002847962,0.0001731485,0.0001552709,0.00005533309,0.0001106115],"domain_scores_gemma":[0.999785,0.00001980039,0.00002883244,0.00005736766,0.00008735668,0.00002163511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003033721,0.0001673522,0.1079476,0.00007004163,0.00001753511,0.000002681139,0.00003015024,0.8502241,0.03964412,0.0004488573,0.00003572067,0.001381444],"study_design_scores_gemma":[0.003861447,0.001863922,0.03623913,0.000130227,0.00004197437,0.00007095645,0.0005256152,0.7186521,0.2097578,0.02457842,0.00285184,0.001426661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489628,0.0006492644,0.04769866,0.000007972821,0.00001847167,0.00005684879,0.000001240019,0.000005364825,0.002599376],"genre_scores_gemma":[0.9868804,0.00003253355,0.01294393,0.00006666523,0.00001629537,0.000002432556,0.00001035158,0.000003778948,0.00004357985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701136,"threshold_uncertainty_score":0.1984275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752235673680184,"score_gpt":0.2500532076570155,"score_spread":0.2325308509202136,"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."}}