{"id":"W7048807645","doi":"","title":"Microsoft Research Video 104750: Cost-sharing mechanisms for Network Design","year":2005,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); The Internet; Mechanism design; Mechanism (biology); Set (abstract data type); Dual (grammatical number); Power (physics); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004713546,0.002174309,0.001079967,0.001642886,0.0008693011,0.004478176,0.00287365,0.003865399,0.1000665],"category_scores_gemma":[0.009773976,0.001254039,0.0009649507,0.002571815,0.001535217,0.006137394,0.001562612,0.002589384,0.02274459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003267873,"about_ca_system_score_gemma":0.001454636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177216,"about_ca_topic_score_gemma":0.002966303,"domain_scores_codex":[0.997402,0.0009450661,0.0001475789,0.0002560886,0.001142419,0.0001069266],"domain_scores_gemma":[0.9973223,0.001403371,0.0001487977,0.0005062168,0.0004354076,0.0001839396],"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":[0.0001297844,0.00006670772,0.0001147302,0.0004735538,0.00005856428,0.00009227859,0.00009903522,0.01797481,0.001371485,0.3397493,0.3088378,0.331032],"study_design_scores_gemma":[0.0001624377,0.00009197649,0.0002168409,0.0004419659,0.00003559675,0.000164617,0.00004145037,0.06418768,0.0009414513,0.275963,0.6577046,0.00004832102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001388478,0.01111132,0.7683509,0.00737237,0.001815664,0.0004119431,0.001305026,0.008616412,0.1996277],"genre_scores_gemma":[0.06668903,0.02351103,0.58895,0.00222976,0.003912764,0.001882332,0.003557272,0.003960937,0.3053069],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1000665,"threshold_uncertainty_score":0.3347558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207197862845766,"score_gpt":0.2531137340191163,"score_spread":0.2323939477345397,"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."}}