{"id":"W2003399758","doi":"10.1504/ijmc.2003.002459","title":"Towards an appropriate business model for m-commerce","year":2003,"lang":"en","type":"article","venue":"International Journal of Mobile Communications","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Business model; Process management; Computer science; Industrial organization; Knowledge management; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002278634,0.0001037624,0.0002188881,0.000468086,0.000168494,0.0001720164,0.004511554,0.0001038651,0.0001045173],"category_scores_gemma":[0.002178994,0.00008309237,0.0001641428,0.0003382998,0.0001656502,0.0006188633,0.0002079603,0.0002769018,0.00002161973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000753456,"about_ca_system_score_gemma":0.0002814388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005546745,"about_ca_topic_score_gemma":0.00002761105,"domain_scores_codex":[0.9978503,0.0002033858,0.0009177183,0.0001538292,0.0007505527,0.0001242311],"domain_scores_gemma":[0.9932994,0.0003851833,0.0007036098,0.001208779,0.004308982,0.00009404998],"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":[0.0002531614,0.003600558,0.02239246,0.000004146836,0.0002896838,0.000009846438,0.003609318,0.04156635,0.003800392,0.544815,0.01092161,0.3687375],"study_design_scores_gemma":[0.003396919,0.0002785931,0.02790544,0.00005991225,0.00009402107,0.0004115117,0.003712542,0.1538222,0.0007718083,0.4660638,0.3430059,0.000477344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2816769,0.0004697811,0.7027638,0.01068308,0.001159921,0.0003200143,0.00008333786,0.00005324466,0.002789944],"genre_scores_gemma":[0.9070704,0.000193946,0.0916898,0.0003519489,0.0000413309,0.00004798713,0.00001046245,0.00001189624,0.0005822387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6253935,"threshold_uncertainty_score":0.8383665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2211026624745797,"score_gpt":0.4628892977492586,"score_spread":0.2417866352746789,"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."}}