{"id":"W3120650456","doi":"10.5430/bmr.v9n4p28","title":"The Newspaper, the Mirror, and the Kaleidoscope–Three Assets in Teaching and Writing","year":2021,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kaleidoscope; Newspaper; Publication; Context (archaeology); Computer science; Focus (optics); Teaching method; Sociology; Public relations; Pedagogy; Political science; Media studies; History; Business; Advertising","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007684811,0.0004211008,0.0003289614,0.002385109,0.005452144,0.01830019,0.0009426075,0.001535338,0.01467183],"category_scores_gemma":[0.02825863,0.0003615988,0.0003005149,0.002656786,0.01208917,0.01218438,0.006941323,0.002852993,0.002668981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228524,"about_ca_system_score_gemma":0.004742559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079851,"about_ca_topic_score_gemma":0.001676814,"domain_scores_codex":[0.9929007,0.003869568,0.0004303095,0.0003722285,0.002091502,0.000335655],"domain_scores_gemma":[0.9674978,0.02029678,0.003439506,0.002792974,0.002755018,0.00321793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002601365,0.0002240226,0.01344076,0.001226647,0.00002767102,0.00105588,0.08763904,0.0001908882,0.003355732,0.2772816,0.06458087,0.5507168],"study_design_scores_gemma":[0.00004176279,0.0003110052,0.01434564,0.001903735,0.00005654322,0.002182171,0.07607197,0.0004274858,0.003170204,0.07990186,0.821484,0.0001037243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1242416,0.01643078,0.02274765,0.114043,0.004650035,0.0002087601,0.0001496797,0.0006622948,0.7168663],"genre_scores_gemma":[0.8821248,0.01328248,0.02716975,0.007247041,0.003215955,0.0001749603,0.0001147465,0.0002579981,0.06641226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01830019,"threshold_uncertainty_score":0.04908216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192784080704008,"score_gpt":0.3228221124104753,"score_spread":0.2808942716034352,"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."}}