{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003646158,0.001289673,0.001258467,0.001621009,0.00153393,0.006944032,0.001906746,0.001347892,0.0266174],"category_scores_gemma":[0.004624614,0.000548029,0.002168883,0.001802399,0.002221347,0.004525541,0.003536787,0.005620753,0.00650406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004531274,"about_ca_system_score_gemma":0.003934527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536484,"about_ca_topic_score_gemma":0.003891807,"domain_scores_codex":[0.9979607,0.000562795,0.0001118339,0.0005127641,0.0005785281,0.0002734178],"domain_scores_gemma":[0.9977891,0.0006850715,0.0000469055,0.0003257946,0.0006358284,0.0005172644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001255621,0.0001086434,0.0004046462,0.000274529,0.00008072104,0.0002269459,0.0007385318,0.003006083,0.001921855,0.708868,0.218252,0.0659925],"study_design_scores_gemma":[0.00005290665,0.00006264602,0.0005458745,0.0002241197,0.00004327081,0.000214937,0.0001959665,0.008972422,0.002121361,0.3590352,0.6284913,0.00003983991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02660892,0.0428584,0.2963446,0.08490496,0.05169564,0.0003509175,0.003763351,0.001217886,0.4922553],"genre_scores_gemma":[0.286705,0.0277834,0.1214729,0.006935244,0.02781048,0.0004598876,0.00534275,0.001136489,0.5223538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0266174,"threshold_uncertainty_score":0.08904409,"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."}}