{"id":"W2345030160","doi":"10.1145/2930964.2930968","title":"Workshop on symbolic combinatorics and algorithmic differential algebra","year":2016,"lang":"en","type":"article","venue":"ACM communications in computer algebra","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Symbolic computation; Algebra over a field; Differential (mechanical device); Focus (optics); Differential algebra; Computer science; Mathematics; Pure mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002928167,0.0003095127,0.0003376163,0.0004087721,0.0002983772,0.0002573379,0.004594065,0.0001327268,0.00001117637],"category_scores_gemma":[0.0001155974,0.0002479615,0.00008516054,0.0007224907,0.0002262932,0.0005846066,0.00422933,0.0003430446,0.00009686539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340618,"about_ca_system_score_gemma":0.00007203766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002549988,"about_ca_topic_score_gemma":0.00002233557,"domain_scores_codex":[0.9977728,0.000319537,0.000520833,0.0006342424,0.0003005638,0.0004520746],"domain_scores_gemma":[0.9939071,0.001819347,0.0001584344,0.003862714,0.00008350118,0.0001689265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006204623,0.000268151,0.0006628061,0.000006935392,0.00002508532,0.000005041985,0.0005120218,0.000009226901,0.0001731397,0.3550966,0.0006171684,0.6426176],"study_design_scores_gemma":[0.004319112,0.0003461477,0.1109662,0.000676802,0.00002292744,0.00007898616,0.00002488276,0.1954307,0.0005277283,0.6798756,0.006404138,0.001326816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.223823,0.0005003504,0.7511407,0.02218194,0.001011528,0.000446873,0.000006648115,0.0004636493,0.0004253375],"genre_scores_gemma":[0.948639,0.0005823726,0.04979399,0.0006596951,0.0001377379,0.00006350443,0.000009237468,0.00002311524,0.00009132674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.724816,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818582401030851,"score_gpt":0.2770596913392333,"score_spread":0.2488738673289248,"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."}}