{"id":"W2758540920","doi":"10.5539/ibr.v10n10p94","title":"The Re-designing of Business Education through Web Tools: From Universities Web-radio to On-line Magazines","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Computer science; Process (computing); Order (exchange); Field (mathematics); Work (physics); World Wide Web; Knowledge management; Engineering; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007924047,0.0002040927,0.0002029015,0.0005794171,0.001278349,0.001544065,0.002108101,0.000148845,0.0005070122],"category_scores_gemma":[0.001800637,0.0001795375,0.00005246184,0.001080863,0.0003220578,0.00355956,0.0009808657,0.0004373626,0.0003136399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004255394,"about_ca_system_score_gemma":0.0006158284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003973592,"about_ca_topic_score_gemma":0.0003802073,"domain_scores_codex":[0.99719,0.00003857643,0.0003405193,0.0004240547,0.001661158,0.0003457107],"domain_scores_gemma":[0.9929078,0.0004886095,0.0004157805,0.0007556429,0.005410385,0.0000218201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003433525,0.001670354,0.1008382,0.0003642782,0.0007822588,0.0001099952,0.0009526926,0.01529233,0.03602792,0.464357,0.3447004,0.03147111],"study_design_scores_gemma":[0.001546526,0.00002671911,0.2808579,0.0007939906,0.00004000989,0.000001698954,0.005553756,0.005237747,0.001200166,0.007555838,0.696672,0.0005135871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7679781,0.00002964143,0.002045897,0.06980196,0.002180466,0.0005075696,0.00009232944,0.00007434502,0.1572897],"genre_scores_gemma":[0.9850781,0.00005356294,0.0004359797,0.0007681542,0.002129988,0.00001880902,0.0001166517,0.00003333722,0.01136545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4568011,"threshold_uncertainty_score":0.9994924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396490518082808,"score_gpt":0.3583580589492626,"score_spread":0.2187090071409818,"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."}}