{"id":"W4239565815","doi":"10.1002/9781405165518.wbeosm002","title":"McLuhan, Marshall (1911–1980)","year":2007,"lang":"en","type":"other","venue":"The Blackwell Encyclopedia of Sociology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Windsor; Formative assessment; Matriculation; History; Sociology; Media studies; Art history; Library science; Law; Political science; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001793417,0.0002406531,0.0004384975,0.0002485808,0.000301826,0.000009102759,0.001412999,0.0008863527,0.006153078],"category_scores_gemma":[0.0004779763,0.0001945957,0.0001466551,0.0002373974,0.002933204,0.00003870464,0.0001144202,0.0005019502,0.001107255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043711,"about_ca_system_score_gemma":0.000620016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005857752,"about_ca_topic_score_gemma":0.003491917,"domain_scores_codex":[0.9974967,0.0009108229,0.0004227094,0.0002920672,0.0003501371,0.0005275286],"domain_scores_gemma":[0.9972882,0.001025256,0.0005798534,0.0008853115,0.0001148524,0.000106572],"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":[0.000008661325,0.000091352,0.0006787888,0.00005502956,0.00007441255,7.879556e-7,0.08698498,4.601462e-7,0.000002994014,0.08029748,0.8259174,0.005887622],"study_design_scores_gemma":[0.0001222525,0.00002579961,0.0005543879,0.00004622208,0.00006324064,5.581634e-7,0.009080383,7.938123e-7,0.000001882426,0.01501372,0.9748915,0.0001992336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007852891,0.007289404,0.00009291807,0.002115271,0.002459808,0.0005044646,0.00001693862,0.0001377679,0.9865981],"genre_scores_gemma":[0.005175993,0.07883959,0.0005748182,0.000627617,0.003258189,0.00004186589,0.0001074182,0.0001884765,0.911186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1489741,"threshold_uncertainty_score":0.9997802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853670243052078,"score_gpt":0.3344862338936576,"score_spread":0.3059495314631369,"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."}}