{"id":"W4240288723","doi":"10.1007/978-1-4614-5562-2_4","title":"Symbolic Sequences","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004417164,0.0003367368,0.0005047681,0.00009748547,0.00009729561,0.00001490271,0.0002812189,0.0003690388,0.02208591],"category_scores_gemma":[0.00006969699,0.0002759973,0.0002068912,0.000009249406,0.0001652119,0.00007277287,0.00005740294,0.0003064483,0.004349617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006952835,"about_ca_system_score_gemma":0.00004655986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.55347e-7,"about_ca_topic_score_gemma":0.000005737989,"domain_scores_codex":[0.9988914,0.00001698942,0.000371797,0.0001946485,0.000288834,0.000236405],"domain_scores_gemma":[0.9986547,0.0003807465,0.0002463599,0.0005435385,0.00004837014,0.0001262877],"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":[0.000001963331,0.00001949262,1.642876e-7,0.0002274576,0.000065198,0.000007403951,0.0004414391,1.679347e-8,0.000005567358,0.9779428,0.01936895,0.001919514],"study_design_scores_gemma":[0.00003224439,0.000009542463,3.852207e-8,0.00009515263,0.00008290893,0.00002190779,0.00001055675,6.046736e-7,0.00002412793,0.571999,0.4275225,0.0002014059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003464261,0.0008114105,0.0005234316,0.00003771807,0.000310446,0.0001917434,0.00001164636,0.0002383788,0.9978406],"genre_scores_gemma":[0.0006824517,0.0000834854,0.007576727,0.00009421155,0.0004136058,0.000006187526,0.000005785891,0.00009155463,0.991046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4081535,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08675074909971715,"score_gpt":0.2904477903818874,"score_spread":0.2036970412821703,"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."}}