{"id":"W4210829371","doi":"10.22215/timreview566","title":"The Physical Internet and Business Model Innovation","year":2012,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Business model; Business; The Internet; Process management; Industrial organization; Computer science; Marketing; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001131816,0.0002390535,0.0002957563,0.001928867,0.0006646874,0.005587696,0.0004843089,0.001263984,0.0143165],"category_scores_gemma":[0.002582157,0.0001108471,0.0002445658,0.00350337,0.003362447,0.0043392,0.0009997407,0.001230318,0.0009536276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003060181,"about_ca_system_score_gemma":0.002256131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629744,"about_ca_topic_score_gemma":0.002534314,"domain_scores_codex":[0.9989253,0.0005319352,0.00004162559,0.0000868744,0.0003080476,0.0001061559],"domain_scores_gemma":[0.9972941,0.00177585,0.0003148658,0.0001011377,0.000413765,0.0001003681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000130742,0.00003140201,0.0008011095,0.0006448054,0.00002108911,0.0001874652,0.0004805953,0.0007583787,0.00007915052,0.8814207,0.01422687,0.1013353],"study_design_scores_gemma":[0.00001197978,0.00003133282,0.00367643,0.001961091,0.00002954225,0.0007140939,0.001593552,0.001241697,0.0001849623,0.3763327,0.6142063,0.00001648592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01257413,0.4471957,0.004961202,0.03195396,0.0007261747,0.00002134863,0.00006946803,0.00004874201,0.5024492],"genre_scores_gemma":[0.4656003,0.4938998,0.002342807,0.002424987,0.001768605,0.00005147566,0.0001059822,0.00001880915,0.03378731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0143165,"threshold_uncertainty_score":0.04789346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295584317930398,"score_gpt":0.2822709950924892,"score_spread":0.2393151519131852,"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."}}