{"id":"W4413966230","doi":"10.70930/tac/py4jt3en","title":"Composing PROPs","year":2004,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Computer graphics (images)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004191513,0.001038452,0.0006419573,0.002230622,0.002378839,0.00395144,0.001310756,0.000893871,0.01320389],"category_scores_gemma":[0.005270963,0.001089204,0.001669669,0.00130849,0.005002045,0.01183944,0.008551795,0.002200152,0.003867765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008469183,"about_ca_system_score_gemma":0.001480574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007852049,"about_ca_topic_score_gemma":0.0009078364,"domain_scores_codex":[0.9959061,0.0008418297,0.0003801907,0.001135335,0.001286786,0.0004497602],"domain_scores_gemma":[0.9963336,0.001073239,0.0002263313,0.001154279,0.0008133849,0.0003991507],"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":[0.00009678636,0.00006382952,0.00137723,0.0002206511,0.00007066456,0.0009340991,0.001780045,0.0008220295,0.006870322,0.9278343,0.003054471,0.05687566],"study_design_scores_gemma":[0.00002760583,0.0001659481,0.0009434813,0.0001264211,0.0001226889,0.0009794611,0.0008337263,0.004892666,0.01612094,0.7733793,0.2023354,0.00007242941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03889691,0.0007705838,0.8551052,0.0007033718,0.001040896,0.0004677668,0.0007054707,0.004378325,0.09793152],"genre_scores_gemma":[0.3716249,0.001124627,0.5618382,0.0006428462,0.0007939938,0.0006460894,0.0019144,0.001793095,0.05962185],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01320389,"threshold_uncertainty_score":0.04417139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304290124891172,"score_gpt":0.3358644827788222,"score_spread":0.3128215815299105,"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."}}