{"id":"W2977221592","doi":"10.1145/3341981.3350529","title":"MAISoN 2019","year":2019,"lang":"en","type":"article","venue":"","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003554341,0.001299974,0.0008203365,0.003305423,0.002203324,0.007361883,0.002382863,0.002530821,0.3488125],"category_scores_gemma":[0.009972001,0.000615427,0.001043256,0.002492054,0.0007820182,0.00429533,0.004582548,0.002601104,0.2440093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717403,"about_ca_system_score_gemma":0.003240342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007973676,"about_ca_topic_score_gemma":0.0202376,"domain_scores_codex":[0.9971311,0.000473568,0.0001152405,0.0004799342,0.001434614,0.00036552],"domain_scores_gemma":[0.9953577,0.0007930011,0.0001715325,0.0008333097,0.00156263,0.001281811],"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":[0.0003399544,0.00006877856,0.0005596675,0.0002579328,0.00001943818,0.0002236878,0.0001231032,0.0003828919,0.001776621,0.02129569,0.8682312,0.1067211],"study_design_scores_gemma":[0.00001654324,0.00002123485,0.0002724034,0.00006416027,0.000003075396,0.00007340258,0.00003828431,0.0004376519,0.0004464801,0.003239775,0.9953749,0.00001211288],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004219331,0.005260521,0.03612208,0.021042,0.02021119,0.0007366097,0.04323598,0.03248404,0.8366883],"genre_scores_gemma":[0.01605582,0.002665109,0.02730538,0.00370029,0.002099965,0.0004858718,0.0558966,0.007897097,0.8838938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3488125,"threshold_uncertainty_score":0.9288399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003360177537901209,"score_gpt":0.229380143295209,"score_spread":0.2260199657573078,"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."}}