{"id":"W2972661242","doi":"10.22215/tplauriault.courses.2016.comm.3403","title":"Communication, Technology and Culture 2016 - COMM3403","year":2016,"lang":"en","type":"article","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hacker; Citizenship; Politics; Information technology; Resistance (ecology); Information and Communications Technology; Sociology; Media studies; Engineering; Political science; Computer security; Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009041094,0.000723339,0.0004833325,0.001066849,0.003396654,0.01084425,0.0005739962,0.003020389,0.5047533],"category_scores_gemma":[0.002250596,0.0003373896,0.0004575021,0.003705395,0.001899746,0.005589067,0.003799614,0.002359369,0.2404619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003501397,"about_ca_system_score_gemma":0.007094527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01594625,"about_ca_topic_score_gemma":0.02068347,"domain_scores_codex":[0.99945,0.0001070254,0.00004918439,0.00008552025,0.0001863678,0.0001218764],"domain_scores_gemma":[0.9991142,0.0001945918,0.00004801717,0.0001188321,0.0002676258,0.0002567128],"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":[0.00006204478,0.00007514381,0.0009369612,0.0004575482,0.000008846807,0.0001078725,0.001255785,0.0001413048,0.0003787543,0.07229694,0.6908295,0.2334494],"study_design_scores_gemma":[0.000003787495,0.00001653603,0.001768222,0.0005970466,0.000003339633,0.00006101624,0.001048374,0.00004030816,0.00007068126,0.006036062,0.9903481,0.000006607034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00148711,0.01351527,0.00026244,0.01222552,0.006012149,0.00005273917,0.00113567,0.00008548755,0.9652236],"genre_scores_gemma":[0.01032051,0.01029389,0.0001963647,0.001017441,0.0004524055,0.00005102635,0.0007227351,0.00009576972,0.9768499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4952467,"threshold_uncertainty_score":0.7064093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003765235082865569,"score_gpt":0.1567760147024721,"score_spread":0.1530107796196065,"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."}}