{"id":"W2954999545","doi":"","title":"From Pop-ups to Partnerships—New Models for Ancillary Revenue Streams","year":2019,"lang":"en","type":"article","venue":"2019 ASTC Annual Conference (September 21 - 24)","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Science Centre","funders":"","keywords":"STREAMS; Revenue; Business; Computer science; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00118812,0.0003147027,0.0005188924,0.0001651972,0.0002016259,0.0003187307,0.001180267,0.0002124708,0.004527637],"category_scores_gemma":[0.0004284026,0.0002670426,0.0002107677,0.000517685,0.00009511212,0.0009820039,0.0002249394,0.0002394333,0.01551401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004995435,"about_ca_system_score_gemma":0.0003762115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001428272,"about_ca_topic_score_gemma":0.0001485032,"domain_scores_codex":[0.9966115,0.0001930247,0.0007220648,0.00107648,0.0008799952,0.0005169658],"domain_scores_gemma":[0.9962176,0.0009223106,0.0003254397,0.00126332,0.0007888916,0.0004824186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002153291,0.00009260918,0.0009098134,0.000005485682,0.000052227,0.000001456417,0.003921677,0.00150895,0.0007622687,0.04783192,0.8915783,0.05311996],"study_design_scores_gemma":[0.0005805531,0.0001614897,0.0005914217,0.00004803613,0.00003147318,0.000003549722,0.005511884,0.002784607,0.0008757143,0.3045458,0.6844082,0.0004571888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5852325,0.0002453686,0.357247,0.007305536,0.0024252,0.002757266,0.006226277,0.0002248168,0.03833603],"genre_scores_gemma":[0.7739121,0.000005378124,0.003406901,0.0008164719,0.0005484865,0.00008831437,0.0001208194,0.00002980382,0.2210717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3538401,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842527745168817,"score_gpt":0.3830822653470888,"score_spread":0.1988294908302072,"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."}}