{"id":"W146709841","doi":"","title":"Deals Without Borders: A Value Proposition for the Open Global Commerce Keystone","year":2010,"lang":"en","type":"article","venue":"The open source business resource","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Value proposition; Value (mathematics); Proposition; Computer science; Business; Marketing; Machine learning; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007969554,0.0003811509,0.0004037477,0.00004424865,0.0009481537,0.0014608,0.003059884,0.0001859395,0.00007723737],"category_scores_gemma":[0.00007460157,0.0002386945,0.00009962193,0.0006534873,0.0002576032,0.0003781004,0.0007836204,0.0003224026,0.0000680868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007705525,"about_ca_system_score_gemma":0.00009098052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533931,"about_ca_topic_score_gemma":0.001296544,"domain_scores_codex":[0.9984134,0.00009768586,0.0003568141,0.000197767,0.0002870206,0.0006473298],"domain_scores_gemma":[0.9982442,0.0002977903,0.0001296676,0.001031807,0.0001706254,0.0001259495],"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":[0.002476375,0.0007108458,0.01115931,0.0009665868,0.001532369,0.000009400557,0.04121797,0.2250648,0.01925258,0.0236056,0.412183,0.2618212],"study_design_scores_gemma":[0.001221839,0.00003986148,0.01354875,0.00007863293,0.0001345513,0.00009301587,0.001759258,0.01554111,0.000279162,0.0002992479,0.9665604,0.0004442077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7255264,0.001101196,0.1229962,0.0212974,0.001558183,0.01303639,0.0003174834,0.001133235,0.1130335],"genre_scores_gemma":[0.9906791,0.00001491984,0.0005889694,0.002772619,0.000637806,0.0004681007,0.00005788649,0.0001358626,0.004644692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5543774,"threshold_uncertainty_score":0.9995758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859005543685697,"score_gpt":0.303692273848915,"score_spread":0.285102218412058,"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."}}