{"id":"W4394586640","doi":"10.62507/a21.v1i1.13","title":"MARSHALL MCLUHAN’ LESSONS FOR DESIGN AND ARCHITECTURE PRACTITIONERS","year":2013,"lang":"pt","type":"article","venue":"Arte 21","topic":"Multisensory perception and integration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Architecture; Philosophy; Sociology; Art; Visual arts","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001813563,0.0002168301,0.0002015796,0.0001216419,0.0002050392,0.0001217343,0.00008790746,0.000250126,0.015939],"category_scores_gemma":[0.00008949188,0.0002009039,0.00008644353,0.00007268372,0.0001009565,0.0001911869,0.00001622301,0.0002556608,0.002865611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003463162,"about_ca_system_score_gemma":0.00002841396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001225789,"about_ca_topic_score_gemma":0.00007344296,"domain_scores_codex":[0.9985387,0.0003237477,0.0002641219,0.0004293761,0.0001063729,0.0003376296],"domain_scores_gemma":[0.9989723,0.0003146557,0.0001292607,0.0002887926,0.0001335275,0.0001614574],"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":[0.0003025139,0.0004625932,0.0001764981,0.0001061445,0.0002369492,0.000005652238,0.02189057,0.0001437765,0.0594429,0.02150536,0.7109302,0.1847969],"study_design_scores_gemma":[0.00744658,0.002115002,0.1188074,0.0002503479,0.0003662853,0.0002812782,0.01848423,0.04288389,0.0009860436,0.01423139,0.7925317,0.001615801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1566571,0.0007251105,0.6782982,0.1202369,0.003058157,0.006789727,0.0002337037,0.0002673776,0.03373379],"genre_scores_gemma":[0.9135149,0.0001752767,0.02157946,0.004792879,0.0004464461,0.0005917037,0.0001427285,0.00006845249,0.05868822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7568578,"threshold_uncertainty_score":0.9979108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09813152741597844,"score_gpt":0.3708294927114162,"score_spread":0.2726979652954378,"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."}}