{"id":"W4214916915","doi":"10.15173/mjc.v13i1.3054","title":"Ready, communicators: Communications and public relations in the Metaverse","year":2022,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Acknowledgement; Unconscious mind; Crisis communication; Media bias; Public relations; Closing (real estate); Media studies; Sociology; Fake news; Internet privacy; Political science; Computer science; Psychology; Computer security; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005381619,0.0007609142,0.0005896111,0.003270381,0.00993351,0.02847194,0.001468285,0.00772813,0.008292175],"category_scores_gemma":[0.0223933,0.0003560279,0.0004099754,0.003088251,0.02019979,0.01814201,0.004451618,0.009034485,0.001427423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006114595,"about_ca_system_score_gemma":0.008346968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417236,"about_ca_topic_score_gemma":0.02350732,"domain_scores_codex":[0.9926952,0.004485487,0.0002805591,0.0003334659,0.001740377,0.0004648679],"domain_scores_gemma":[0.9811816,0.01411021,0.001241537,0.0005496485,0.001833991,0.001082886],"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":[0.00004110907,0.00001297356,0.0004060234,0.0007006723,0.00003009569,0.0003944073,0.06324266,0.00009251798,0.0003014684,0.5744666,0.3268167,0.0334947],"study_design_scores_gemma":[0.0000104304,0.00001933878,0.0006782167,0.001131648,0.00002312318,0.0002644207,0.03545793,0.0001896312,0.0002279381,0.09551138,0.8664472,0.00003877523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006528206,0.06902707,0.005416738,0.7172083,0.06594387,0.00004376995,0.00008066641,0.0001665992,0.1355848],"genre_scores_gemma":[0.4997406,0.1025723,0.006186398,0.1182793,0.1548511,0.0001779374,0.0001297183,0.0007249132,0.1173377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02847194,"threshold_uncertainty_score":0.04436463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07541798343083207,"score_gpt":0.3358422808826826,"score_spread":0.2604242974518505,"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."}}