{"id":"W1495745209","doi":"10.1007/3-540-30296-4_8","title":"Involution Solid Codes","year":2006,"lang":"en","type":"book-chapter","venue":"Natural computing series","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Involution (esoterism); Biology; Neuroscience","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001450869,0.0003998086,0.0003532481,0.00004958143,0.0002333034,0.00006260753,0.000278301,0.0006095439,0.00001338481],"category_scores_gemma":[0.00004654767,0.0003358286,0.0002229395,0.00002491979,0.000197707,0.000003768715,0.0003898144,0.0004425611,0.00002529622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003131392,"about_ca_system_score_gemma":0.00004621946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032841,"about_ca_topic_score_gemma":0.00002595957,"domain_scores_codex":[0.998556,0.00002966103,0.0003487931,0.0005567047,0.0001739357,0.0003349413],"domain_scores_gemma":[0.9992552,0.00002289123,0.0002459245,0.0002651082,0.0001607267,0.00005011319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001050882,0.0001628069,0.001982882,0.0006479119,0.0009611431,0.0001877007,0.0001135005,0.002413339,0.5011631,0.105475,0.2670381,0.1188035],"study_design_scores_gemma":[0.000510405,0.0009571908,0.00176281,0.0003733935,0.00008925283,0.0001789242,0.00001608058,0.000690124,0.02584106,0.007436658,0.9603247,0.0018194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1989582,0.02393918,0.001565644,0.0004518099,0.003949917,0.0008228068,0.0001246417,0.0005557315,0.7696321],"genre_scores_gemma":[0.7773832,0.00008322541,0.001146168,0.0002814418,0.001877019,8.354828e-7,0.001166584,0.00004343825,0.2180181],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6932865,"threshold_uncertainty_score":0.9999094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031791125276476,"score_gpt":0.239076081886675,"score_spread":0.2287581706339103,"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."}}