{"id":"W3147800508","doi":"","title":"Ciliate Gene Unscrambling with Fewer Templates","year":2010,"lang":"en","type":"article","venue":"","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Template; Computer science; Set (abstract data type); Alphabet; Regular language; Iterated function; Theoretical computer science; Finite-state machine; Programming language; Algorithm; Mathematics; Linguistics","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":[0.0006024583,0.0002045625,0.0004116094,0.0002832305,0.0004910362,0.001077735,0.0009605784,0.0005668973,0.001595999],"category_scores_gemma":[0.002291475,0.000328181,0.0006404085,0.0001868413,0.001445427,0.001149024,0.0009968873,0.0009104246,0.0005726364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396195,"about_ca_system_score_gemma":0.0005722836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007154793,"about_ca_topic_score_gemma":0.0008430487,"domain_scores_codex":[0.9993536,0.0001408938,0.00005892841,0.0002011784,0.0001693963,0.00007596056],"domain_scores_gemma":[0.9980774,0.0005686181,0.0002265118,0.0008873688,0.000131764,0.0001083686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003673296,0.00008414438,0.002894238,0.0002823845,0.00003893735,0.0007118494,0.0007071252,0.0378387,0.7729585,0.1495656,0.0004803458,0.03407086],"study_design_scores_gemma":[0.00009176703,0.0003645297,0.00219709,0.00006124247,0.00008328228,0.001107341,0.0002237133,0.1553195,0.7584314,0.06280802,0.01923243,0.00007981477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7739847,0.0004267468,0.2169997,0.0002792858,0.00004898014,0.00004120075,0.00007690387,0.001414347,0.006728119],"genre_scores_gemma":[0.9545505,0.00009945897,0.04337928,0.0001128275,0.000008508811,0.0000407733,0.000111649,0.0001162686,0.00158067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001595999,"threshold_uncertainty_score":0.005339146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005475568206789038,"score_gpt":0.2021670849824951,"score_spread":0.196691516775706,"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."}}