{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004731927,0.0003508246,0.0003071663,0.001141939,0.0009377776,0.00007071331,0.0008238376,0.0004041288,0.00007411266],"category_scores_gemma":[0.00001464198,0.0003375834,0.0001363904,0.001041837,0.001119704,0.002055297,0.0004332903,0.0003320241,0.00003895823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005647897,"about_ca_system_score_gemma":0.0002910159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005874156,"about_ca_topic_score_gemma":0.00001006352,"domain_scores_codex":[0.9987905,0.0001073259,0.0001931748,0.0002523844,0.0002199079,0.0004367287],"domain_scores_gemma":[0.9988351,0.00009817679,0.00008860651,0.000568951,0.0001050034,0.0003041984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002770368,0.0001233778,0.02187026,0.0001568581,0.0005933307,0.0008706026,0.00223927,0.0008582071,0.04828773,0.8061507,0.1139309,0.004641707],"study_design_scores_gemma":[0.001207812,0.00006210316,0.001494228,0.0001942118,0.00009078872,0.0001657691,0.001541601,0.00005321992,0.01147974,0.000308722,0.9829019,0.0004999578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6028206,0.00160514,0.001783852,0.002590886,0.0007535983,0.0003109062,0.0002414795,0.001647813,0.3882457],"genre_scores_gemma":[0.9172116,0.002365152,0.0003397358,0.000125158,0.0001240877,4.150996e-7,0.00004070856,0.00003601501,0.07975712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8689709,"threshold_uncertainty_score":0.9999076,"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."}}