{"id":"W4239476465","doi":"10.1515/9789048524990","title":"Medium, Messenger, Transmission","year":2015,"lang":"en","type":"book","venue":"Amsterdam University Press eBooks","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transmission (telecommunications); Computer science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006976929,0.0002208232,0.0002967522,0.0001581028,0.0006624137,0.00006323127,0.001180626,0.0005392875,0.0001075464],"category_scores_gemma":[0.00004008976,0.0002570888,0.0001248899,0.00002867015,0.0004826429,0.0001987885,0.0001393263,0.0004343298,0.0000366778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006572601,"about_ca_system_score_gemma":0.002844927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469088,"about_ca_topic_score_gemma":0.0008421254,"domain_scores_codex":[0.9979948,0.0004913059,0.0001850385,0.0003333571,0.0006750117,0.000320487],"domain_scores_gemma":[0.9981277,0.0002136545,0.0002252068,0.0006468535,0.0003570206,0.0004295923],"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":[0.00007037631,0.00008053133,0.000005186374,0.000128678,0.0001028045,0.00001910083,0.1623127,0.000001151256,0.00001250286,0.1020382,0.7062225,0.02900638],"study_design_scores_gemma":[0.0003510899,0.00002164405,0.000007284207,0.000158412,0.0001251327,7.035538e-7,0.003198385,0.000004353359,0.00001745473,0.001667172,0.9941713,0.0002770693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000554771,0.0005291818,0.0001293774,0.0004142144,0.0007801783,0.0004085542,0.00001845199,0.0001689461,0.9974956],"genre_scores_gemma":[0.0007062862,0.001605388,0.0002969547,0.00006649837,0.000591809,0.000001732133,0.0001374916,0.00002616159,0.9965677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2879488,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591745234722464,"score_gpt":0.2863448758364631,"score_spread":0.2304274234892385,"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."}}