{"id":"W4248914505","doi":"10.1002/9781405186407.wbieci034","title":"Innis, Harold","year":2008,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media ecology; Centrality; Scope (computer science); Sociology; Media theory; Media studies; Key (lock); Communication theory; Social science; Ecology; Communication; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000881599,0.0001562328,0.0002032602,0.0002244235,0.00035173,0.00003478774,0.003491007,0.0002285609,0.002289459],"category_scores_gemma":[0.0006177535,0.0001365545,0.00009625701,0.0002318255,0.0006873789,0.0001290383,0.0002297333,0.0003409024,0.0002233307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365169,"about_ca_system_score_gemma":0.0005465277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01995196,"about_ca_topic_score_gemma":0.007942225,"domain_scores_codex":[0.9980453,0.0004839697,0.0004038585,0.0001546477,0.0007457656,0.0001664681],"domain_scores_gemma":[0.9969435,0.0005273236,0.0007113151,0.001490592,0.0002637199,0.00006355011],"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":[0.000006620275,0.00009234423,0.0006214692,0.000007267856,0.00006366726,1.066017e-7,0.009900164,0.000003015589,0.000002442936,0.04548447,0.937348,0.006470405],"study_design_scores_gemma":[0.0001133634,0.000005024677,0.0005896777,0.0001126113,0.00002351333,0.000001111007,0.000853009,0.00001521719,0.000005730794,0.003157317,0.9949915,0.0001319128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001423153,0.004130567,0.00007767588,0.01462812,0.001197049,0.0003570327,0.0000246184,0.0001237918,0.9793188],"genre_scores_gemma":[0.01404345,0.2492584,0.001551114,0.0003038126,0.0008997754,0.00009091185,0.0003722808,0.0001136861,0.7333665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2459522,"threshold_uncertainty_score":0.9986226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723602663467508,"score_gpt":0.3209791286410101,"score_spread":0.293743102006335,"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."}}