{"id":"W7132102842","doi":"","title":"Phoenix: Facing the Disruptive Challenges of the Bike-Sharing Tide","year":2020,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Phoenix; General partnership; Order (exchange); Product (mathematics); Business model; The Internet","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"],"consensus_categories":[],"category_scores_codex":[0.0002526645,0.0005103968,0.0004983752,0.0001669124,0.0006314189,0.00005141791,0.001445387,0.0003311493,0.0001465931],"category_scores_gemma":[0.0004194403,0.0003089293,0.0004235865,0.0003373958,0.001507589,0.0001062903,0.0007258544,0.0008388557,0.0005371257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004174414,"about_ca_system_score_gemma":0.0006930631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003712651,"about_ca_topic_score_gemma":0.0002059368,"domain_scores_codex":[0.9970589,0.0001880747,0.0005218541,0.0007567352,0.001119543,0.0003548672],"domain_scores_gemma":[0.9976715,0.0001335557,0.000814289,0.0011229,0.0001415727,0.0001161679],"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":[0.0002745347,0.0005096042,0.002157291,0.001801406,0.003511667,0.0005598975,0.008313706,0.002423258,0.06165719,0.4237745,0.4924198,0.00259712],"study_design_scores_gemma":[0.0004030038,0.00003126999,0.003335985,0.001980477,0.0002643159,0.0002452329,0.0005733317,0.0001172093,0.006938548,0.0003614156,0.9851966,0.0005525986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007725876,0.01241277,0.0000591936,0.000425274,0.002855732,0.0007301298,0.0003756772,0.0003124384,0.9820562],"genre_scores_gemma":[0.683794,0.0005408296,0.0002512188,0.0003164332,0.003931699,0.0002104981,0.00006970792,0.001105761,0.3097798],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6830214,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034394227075809,"score_gpt":0.2485763050045289,"score_spread":0.2182323627337708,"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."}}