{"id":"W2029347941","doi":"10.1007/jhep12(2011)011","title":"Pulling the straps of polygons","year":2011,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Mathematics and Applications","field":"Mathematics","cited_by":135,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Loop (graph theory); Classification of discontinuities; Simple (philosophy); Operator (biology); Product (mathematics); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003577863,0.0008845385,0.0007115243,0.001940405,0.001385881,0.001993624,0.001039075,0.0008090938,0.01280686],"category_scores_gemma":[0.003785348,0.0006596885,0.0008615601,0.0008142677,0.002000786,0.002500398,0.003590652,0.00255879,0.002166892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717635,"about_ca_system_score_gemma":0.0004174722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804497,"about_ca_topic_score_gemma":0.001802338,"domain_scores_codex":[0.9995247,0.00007448556,0.00002780499,0.0001021643,0.0001780863,0.00009279872],"domain_scores_gemma":[0.9990226,0.0003469893,0.0001027324,0.0001898341,0.0001658911,0.0001718803],"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":[0.0001795872,0.00005758923,0.0008807262,0.0001541435,0.00004500426,0.0005245734,0.0008231123,0.01116438,0.007577589,0.9080768,0.005363772,0.06515267],"study_design_scores_gemma":[0.00004046747,0.0001516024,0.0006013507,0.00009037236,0.00002533691,0.0004268819,0.001061708,0.02702755,0.004240653,0.9306015,0.03570068,0.00003172674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4788232,0.0008679094,0.3393185,0.001397758,0.001188338,0.0001901857,0.000605223,0.0007549861,0.1768539],"genre_scores_gemma":[0.8420459,0.001190837,0.0724837,0.0004465352,0.0002745347,0.0001019874,0.0008077979,0.0008988286,0.08174985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280686,"threshold_uncertainty_score":0.04284322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07456160346140546,"score_gpt":0.2802058166927736,"score_spread":0.2056442132313682,"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."}}