{"id":"W4316276545","doi":"10.12731/2077-1770-2022-14-4-478-492","title":"G.M. MCLUHAN: COMMUNICATION AS A MEANS SOCIALIZATION","year":2022,"lang":"en","type":"article","venue":"Sovremennye issledovaniya sotsialnykh problem","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Sociology; The Internet; Epistemology; Consciousness; Social psychology; Social science; Psychology; Computer science; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002583692,0.0002385791,0.0003268406,0.0001643027,0.007490115,0.0001559112,0.001364925,0.0001079056,0.002963506],"category_scores_gemma":[0.0007522254,0.0002699304,0.0001583805,0.0009217741,0.0004711554,0.0002107607,0.0006361044,0.0004312292,0.0001480027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006390034,"about_ca_system_score_gemma":0.0005887679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007973609,"about_ca_topic_score_gemma":0.004282645,"domain_scores_codex":[0.9955658,0.00175945,0.0005671527,0.0004118409,0.001089785,0.0006059934],"domain_scores_gemma":[0.9978006,0.0003457139,0.0003728992,0.0008901077,0.0004439593,0.0001467392],"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":[0.00004144453,0.0003244887,0.001282753,0.00002825789,0.0001431671,0.000004255949,0.2235571,0.0001157245,0.00009349701,0.7424923,0.02528919,0.006627727],"study_design_scores_gemma":[0.0006468148,0.0000881106,0.0003794455,0.00002382776,0.00007575805,0.00000264111,0.07029321,0.00009381775,0.00001624289,0.1090889,0.818911,0.0003802273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009619785,0.004858868,0.00172933,0.01548745,0.001459372,0.002369998,0.00006012111,0.001013337,0.9634017],"genre_scores_gemma":[0.9770745,0.001293744,0.005939951,0.001124851,0.0006659193,0.0006772308,0.0002065686,0.00006704035,0.0129502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9674547,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586803147733313,"score_gpt":0.3315935171681306,"score_spread":0.3057254856907975,"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."}}