{"id":"W1940526148","doi":"10.32316/hse/rhe.v16i1.438","title":"Marshall McLuhan and the Book: A Reconsideration","year":2004,"lang":"en","type":"article","venue":"Historical Studies in Education / Revue d histoire de l éducation","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media theory; Epistemology; Sociology; Art history; Media studies; Philosophy; Literature; Art","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":[0.002706164,0.0005177818,0.0004944776,0.001854693,0.009977223,0.01172259,0.001887961,0.006406407,0.006292662],"category_scores_gemma":[0.006964072,0.0003384135,0.0002243956,0.002510872,0.02940163,0.0125124,0.004608642,0.009750357,0.001200841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01442306,"about_ca_system_score_gemma":0.00897033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0467371,"about_ca_topic_score_gemma":0.08607665,"domain_scores_codex":[0.9968089,0.00180428,0.0000581149,0.0002738589,0.0007760878,0.0002787566],"domain_scores_gemma":[0.9973925,0.001764939,0.000152047,0.0001171429,0.0003165037,0.0002568375],"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":[0.000007032996,0.000006021604,0.00005240466,0.00004561549,0.000001444185,0.00008443833,0.008470126,0.00003468331,0.00002583235,0.8538506,0.131279,0.006142853],"study_design_scores_gemma":[0.000004369789,0.000005002597,0.00008627715,0.0002126617,0.000001727581,0.0001045662,0.004500243,0.00004047463,0.00005183458,0.08075242,0.9142307,0.000009683075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00431561,0.1026713,0.001985804,0.5834996,0.01059642,0.00001856177,0.00005632815,0.00007314557,0.2967832],"genre_scores_gemma":[0.354859,0.08471042,0.004362488,0.2009882,0.02903717,0.000190343,0.00008898923,0.0004183264,0.325345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0467371,"threshold_uncertainty_score":0.1046472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350471127715855,"score_gpt":0.3757036905486255,"score_spread":0.24065657777704,"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."}}