{"id":"W2581326387","doi":"10.20381/ruor-19410","title":"Modeling Internet Penetration in Canada","year":2010,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penetration (warfare); The Internet; Geography; Computer science; World Wide Web; Engineering; Operations research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062909,0.0006461475,0.0006540456,0.00281199,0.002514679,0.002995798,0.001850015,0.001054819,0.006034011],"category_scores_gemma":[0.005818663,0.0005649409,0.00129804,0.005656424,0.0009672279,0.001139866,0.001199056,0.001172771,0.0006862977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04982963,"about_ca_system_score_gemma":0.02775478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942176,"about_ca_topic_score_gemma":0.9897473,"domain_scores_codex":[0.9992357,0.0001161233,0.00001970116,0.0001257251,0.0001561544,0.0003466409],"domain_scores_gemma":[0.9970244,0.000941141,0.000218267,0.0001187848,0.001338925,0.0003585625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002555031,0.0002431026,0.4730176,0.0001267618,0.0002858047,0.0006450802,0.001472321,0.4607769,0.0005261741,0.0222204,0.01457782,0.02585258],"study_design_scores_gemma":[0.00005839686,0.00006502921,0.1366189,0.0001066912,0.0001613169,0.000149957,0.002497053,0.8439245,0.0003713558,0.002974056,0.01297041,0.0001023829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720783,0.0005831762,0.002041923,0.001083926,0.0000246382,0.00009858449,0.006261908,0.0001457018,0.01768193],"genre_scores_gemma":[0.988825,0.0006102344,0.001481236,0.00009523393,0.000006911327,0.00005610674,0.002799981,0.0000455037,0.00607977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04982963,"threshold_uncertainty_score":0.361541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06587839403433401,"score_gpt":0.3545922344857234,"score_spread":0.2887138404513894,"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."}}