{"id":"W4385469181","doi":"10.3138/cjc.2022-0076","title":"Marshall McLuhan: Avant-Garde Beacon and/or Urban Futurist?","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Futurist; Avant garde; Art history; Aesthetics; Art","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":[0.00241849,0.0005666596,0.0003249726,0.0006991559,0.007884592,0.005768738,0.001403841,0.01068565,0.02775447],"category_scores_gemma":[0.006695977,0.0002470413,0.0002139002,0.0005982795,0.006995298,0.007509227,0.004316311,0.007745929,0.006910047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003639531,"about_ca_system_score_gemma":0.003787469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02753942,"about_ca_topic_score_gemma":0.07190374,"domain_scores_codex":[0.9988666,0.0005402555,0.00003439063,0.0001341036,0.000202279,0.0002223858],"domain_scores_gemma":[0.9985152,0.0004988242,0.00008495423,0.00005180074,0.0002158265,0.0006333987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002545804,0.00001486887,0.000213075,0.00007630658,0.000002660427,0.00057334,0.005778803,0.000043291,0.00009772678,0.1748936,0.7928904,0.02539054],"study_design_scores_gemma":[0.000003826617,0.000005593321,0.00006392517,0.0001198811,0.000001341556,0.0002672798,0.006510475,0.00002498814,0.00006156055,0.01567002,0.9772604,0.00001061721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002292596,0.03276223,0.001595899,0.7981812,0.03128914,0.00001924504,0.00005320025,0.0001083539,0.1336981],"genre_scores_gemma":[0.1399766,0.02575847,0.002058289,0.3337682,0.01575746,0.00008475516,0.00006441368,0.0003981199,0.4821336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02775447,"threshold_uncertainty_score":0.09284788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314326887786313,"score_gpt":0.2337764915100927,"score_spread":0.2006332226322296,"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."}}