{"id":"W402779947","doi":"","title":"Network Exploitation Capability: Mapping the Electronic Maturity of Hospitality Enterprises","year":2011,"lang":"en","type":"article","venue":"Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University)","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Mindset; Hospitality; Revenue; Maturity (psychological); Business; Marketing; Knowledge management; Industrial organization; Process management; Computer science; Tourism","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002796313,0.0001687023,0.0002351542,0.0001050088,0.00007862924,0.0001305774,0.0002555773,0.00007438889,0.0001350408],"category_scores_gemma":[0.00004077583,0.0001512664,0.000104379,0.0002475967,0.0001308792,0.002176694,0.0001053288,0.0001346751,0.00001976518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003497783,"about_ca_system_score_gemma":0.0000517717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009103319,"about_ca_topic_score_gemma":0.0002279277,"domain_scores_codex":[0.9990454,0.000008095523,0.0003380581,0.000287441,0.00007635381,0.0002446219],"domain_scores_gemma":[0.9991151,0.00004340124,0.0003983068,0.0002757178,0.00013579,0.00003165504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005696632,0.0002073615,0.992452,0.0002551869,0.00008714825,0.00000987702,0.0002211074,0.0001044995,0.0000869967,0.005642339,0.0002385197,0.000125299],"study_design_scores_gemma":[0.000462616,0.0001251854,0.9038438,0.00003388532,0.00007627341,0.000002556191,0.002537628,0.0001222304,0.0001512298,0.09239212,0.00004839279,0.0002041121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972941,0.00004293892,0.00235323,9.450735e-7,0.0001176154,0.0002293602,0.000006048016,0.00003179184,0.02427711],"genre_scores_gemma":[0.9995596,0.00002359526,0.00005200591,0.0001215606,0.0001081506,9.975969e-7,0.00002239439,0.00001071511,0.0001009977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08860824,"threshold_uncertainty_score":0.6168464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05088492468383136,"score_gpt":0.1742767882938219,"score_spread":0.1233918636099905,"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."}}