{"id":"W2997214811","doi":"10.1145/3336191.3371809","title":"TSA","year":2020,"lang":"en","type":"article","venue":"","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Common value auction; Exploit; Interconnectivity; Revenue; Social media; Budget constraint; Social network (sociolinguistics); Online advertising; Payment; Constraint (computer-aided design); Mechanism (biology); Advertising; Microeconomics; Business; Computer security; World Wide Web; Artificial intelligence; Economics; The Internet","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001727418,0.000757916,0.0006979805,0.002004919,0.001003816,0.00335725,0.001572278,0.001177299,0.04105107],"category_scores_gemma":[0.006175219,0.0002920698,0.0009170879,0.002151162,0.0004917301,0.003012664,0.001483466,0.001190083,0.02063313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119624,"about_ca_system_score_gemma":0.001722473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003158295,"about_ca_topic_score_gemma":0.004295317,"domain_scores_codex":[0.9979751,0.0005429497,0.0001568119,0.0003894596,0.0007180207,0.0002178173],"domain_scores_gemma":[0.9970752,0.0006685862,0.0002539362,0.001163107,0.0006331496,0.000206082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006602664,0.0005924898,0.007619386,0.0009463917,0.000199005,0.0004406974,0.0002759562,0.02455966,0.007357174,0.104459,0.2885897,0.5643002],"study_design_scores_gemma":[0.000286402,0.0004709372,0.00646998,0.0001879099,0.000103222,0.001764921,0.0004456864,0.1936891,0.00827847,0.09633598,0.6918492,0.0001182629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1206145,0.005233484,0.3043525,0.00504118,0.002141593,0.002144881,0.05304646,0.03230943,0.4751159],"genre_scores_gemma":[0.6598456,0.002716264,0.133245,0.001578874,0.0007162893,0.001155842,0.07664645,0.001517364,0.1225783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9589489,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737550155815215,"score_gpt":0.2266691816088063,"score_spread":0.1892936800506542,"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."}}