{"id":"W4399886360","doi":"10.1007/978-3-031-59637-7_6","title":"Transformative Marketing with Metaverse","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave executive essentials","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Transformative learning; Sociology; Pedagogy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000919554,0.0006264745,0.0006916805,0.0006479332,0.0002307688,0.000504148,0.0002507405,0.0002646959,0.005062881],"category_scores_gemma":[0.0000256139,0.0005340695,0.0002550807,0.0001358262,0.00018889,0.0002595634,0.0001360204,0.0004694271,0.005870211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405704,"about_ca_system_score_gemma":0.00009473178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002636,"about_ca_topic_score_gemma":0.00003559809,"domain_scores_codex":[0.9978682,0.000009937688,0.0007079702,0.0006132404,0.0004135477,0.0003871037],"domain_scores_gemma":[0.9986773,0.00008480876,0.0005629479,0.0002468807,0.0004073444,0.00002071703],"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":[0.00009147442,0.000007023443,0.00001133659,0.0005048518,0.0008358635,0.00008639758,0.0003504009,0.000002448186,0.00002845521,0.9846743,0.01208951,0.00131795],"study_design_scores_gemma":[0.0004975321,0.000007684511,0.0001091639,0.0007407871,0.0005231743,0.00000690311,0.0007193575,0.00006819637,0.00008803623,0.1096438,0.8866632,0.0009321588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001709014,0.0001583874,0.0006283098,0.000648515,0.001134512,0.0006990337,0.00004331895,0.0002266764,0.9962903],"genre_scores_gemma":[0.1062502,0.0001435208,0.0004776866,0.00278774,0.002174162,0.00009366871,0.0007066709,0.0002839611,0.8870823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8750305,"threshold_uncertainty_score":0.9997111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493174116526915,"score_gpt":0.2143167023686928,"score_spread":0.1993849612034237,"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."}}