{"id":"W2994154609","doi":"","title":"Proceedings of the 15th International Conference on Network and Service Management (CNSM 2019)","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Service (business); Library science; Political science; Business; Computer science; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.003875621,0.0009045863,0.001235246,0.001714245,0.001250451,0.005786377,0.001306041,0.001973202,0.1141061],"category_scores_gemma":[0.003380588,0.0002913689,0.0005624603,0.001794923,0.0009331395,0.003371148,0.002257072,0.002522949,0.04550766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002240326,"about_ca_system_score_gemma":0.003479752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006898733,"about_ca_topic_score_gemma":0.01248926,"domain_scores_codex":[0.9983196,0.000416169,0.00008364731,0.0002403433,0.0006961345,0.0002441873],"domain_scores_gemma":[0.9961177,0.0005726296,0.0001190998,0.0005267657,0.001495266,0.001168498],"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":[0.0002190209,0.0001572423,0.0007441496,0.0002881549,0.00002291067,0.0001022209,0.0001380573,0.0006492101,0.00264361,0.01530731,0.7699893,0.2097389],"study_design_scores_gemma":[0.0000131921,0.00005696067,0.0009183084,0.000150918,0.00001527477,0.00008683651,0.0001204738,0.00208286,0.0008053959,0.003783111,0.9919531,0.00001354538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02109605,0.07051536,0.1049994,0.0570073,0.2154706,0.000808857,0.005489192,0.004632632,0.5199805],"genre_scores_gemma":[0.05718324,0.02591589,0.03122117,0.003656396,0.01632147,0.000328637,0.01007103,0.001230498,0.8540716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1141061,"threshold_uncertainty_score":0.3817229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917541734524513,"score_gpt":0.2219401410671612,"score_spread":0.2027647237219161,"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."}}