{"id":"W3200646043","doi":"10.7202/1097582ar","title":"Contextualizing Marshall McLuhan","year":2023,"lang":"en","type":"article","venue":"New Explorations","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mysticism; Reflexive pronoun; Poetry; Context (archaeology); The Renaissance; Literature; Philosophy; Art history; Art; Sociology; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00404786,0.0005161362,0.0004385407,0.001804759,0.0149026,0.009707235,0.001648314,0.003547929,0.01466752],"category_scores_gemma":[0.009205442,0.0002393576,0.0002278431,0.001784505,0.02552514,0.008419097,0.007929103,0.00716519,0.001428791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02496176,"about_ca_system_score_gemma":0.01244765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1697699,"about_ca_topic_score_gemma":0.1951045,"domain_scores_codex":[0.9958702,0.002158299,0.00006444565,0.0006367944,0.0006789783,0.0005913451],"domain_scores_gemma":[0.9966558,0.001806235,0.0001712656,0.0001930432,0.0006875356,0.0004860463],"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":[0.00001431547,0.00001986108,0.0002978661,0.00005255443,0.000002887727,0.0002231642,0.03084686,0.00007069463,0.00009079889,0.8917111,0.07094473,0.005725204],"study_design_scores_gemma":[0.000007686292,0.000008876954,0.0003480455,0.0003417873,0.000003561239,0.00007826847,0.0203123,0.00008365066,0.0001530181,0.1061098,0.8725329,0.00002019641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0189003,0.02667031,0.002430149,0.4226395,0.003704673,0.00004543143,0.0002048981,0.00006218986,0.5253425],"genre_scores_gemma":[0.7540154,0.01385205,0.00199453,0.1093301,0.005181928,0.0001532145,0.0001353069,0.0002171575,0.1151203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1697699,"threshold_uncertainty_score":0.3375635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2241323830941848,"score_gpt":0.421524916057755,"score_spread":0.1973925329635701,"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."}}