{"id":"W2315232366","doi":"10.1386/eme.1.1.13_1","title":"The Five Ages of Communication","year":2002,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design; University of Toronto","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004183982,0.00005126909,0.00008988174,0.000120233,0.0002352417,0.00003252239,0.001344517,0.000045103,0.00001969764],"category_scores_gemma":[0.0006776311,0.00004281214,0.00001554792,0.0003602951,0.0002177776,0.0002887392,0.0003308496,0.0001607081,0.00005648157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003835508,"about_ca_system_score_gemma":0.00002667608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001650829,"about_ca_topic_score_gemma":0.001579515,"domain_scores_codex":[0.9991023,0.0003701471,0.0002403258,0.00007005082,0.00008853839,0.000128623],"domain_scores_gemma":[0.9967,0.002305947,0.00008920844,0.0007971121,0.00009492371,0.00001279916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001868158,0.0001523958,0.003250314,0.000005473803,0.00001740016,0.000003360022,0.132132,0.000775754,0.00003768821,0.822059,0.02214852,0.01941621],"study_design_scores_gemma":[0.001552419,0.0003159548,0.1758971,0.0001191929,0.0000126093,0.00003213888,0.02468505,0.2253734,0.002555322,0.5072964,0.06144293,0.000717401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6495683,0.007607269,0.07985287,0.2100557,0.006875766,0.001583067,0.00001068303,0.000649341,0.04379699],"genre_scores_gemma":[0.9718307,0.001487313,0.02617622,0.0001733027,0.00001505904,0.000113904,0.000005166355,0.00000358945,0.0001947681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3222623,"threshold_uncertainty_score":0.249847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04826333317367775,"score_gpt":0.2584923102914202,"score_spread":0.2102289771177424,"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."}}