{"id":"W3110535306","doi":"10.1145/3423067","title":"BiNeTClus","year":2020,"lang":"en","type":"article","venue":"ACM Transactions on Intelligent Systems and Technology","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Bipartite graph; Modularity (biology); Theoretical computer science; Transformation (genetics); Data mining; Graph","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":[0.002209346,0.00244526,0.002424177,0.004088336,0.003183689,0.005678051,0.008093423,0.00347827,0.03348858],"category_scores_gemma":[0.01102553,0.001304991,0.002497596,0.007398629,0.001323783,0.005243369,0.005780071,0.003206134,0.01697749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675249,"about_ca_system_score_gemma":0.003084988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005389348,"about_ca_topic_score_gemma":0.01067617,"domain_scores_codex":[0.9970433,0.0007004041,0.0001366879,0.0008896317,0.0009230639,0.0003068913],"domain_scores_gemma":[0.9960716,0.001729371,0.0002073045,0.001066678,0.0005986416,0.0003263281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001063149,0.0005226085,0.004886699,0.002360139,0.0007500903,0.0006354806,0.0006228896,0.09980094,0.005839195,0.1384029,0.445013,0.300103],"study_design_scores_gemma":[0.0002129654,0.0001118194,0.0008386107,0.0001289047,0.00006616629,0.000680325,0.0002389922,0.6501946,0.00657711,0.1572533,0.1836142,0.00008303623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01498695,0.002068875,0.8393237,0.00277945,0.001254863,0.0009985123,0.02818374,0.08282634,0.02757758],"genre_scores_gemma":[0.08801503,0.001327648,0.8187358,0.001356657,0.000373258,0.001545391,0.05855758,0.01180941,0.01827909],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03348858,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302654267139166,"score_gpt":0.2591309411811335,"score_spread":0.2361043985097419,"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."}}