{"id":"W4410971889","doi":"10.62959/wip-07-2023-08","title":"Cyberspace seanchas","year":2022,"lang":"en","type":"article","venue":"Writing in Practice","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Cyberspace; Computer science; World Wide Web; The Internet","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006629125,0.0004570884,0.0001615005,0.00133126,0.003948774,0.007792778,0.0005618963,0.00109829,0.04136718],"category_scores_gemma":[0.001991873,0.0001317376,0.0001933377,0.001119878,0.002437973,0.004674997,0.00502169,0.001049759,0.007008207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008982701,"about_ca_system_score_gemma":0.001001137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781356,"about_ca_topic_score_gemma":0.005468873,"domain_scores_codex":[0.9992501,0.0002828813,0.00002682569,0.0001254371,0.0001949975,0.0001197815],"domain_scores_gemma":[0.9990338,0.000281801,0.0000989157,0.0002205528,0.0001180729,0.0002468306],"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":[0.0002155876,0.0001171321,0.009816581,0.0008038192,0.00005161015,0.00311492,0.06595668,0.0007144361,0.005228726,0.366764,0.2408989,0.3063176],"study_design_scores_gemma":[0.000004158516,0.00002282207,0.0020101,0.0001618736,0.000006441364,0.0004650861,0.01237619,0.0002827975,0.0005989428,0.00773439,0.9763274,0.000009815006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08802451,0.003902759,0.006479378,0.008734885,0.002095319,0.00009674973,0.0006244243,0.0008555761,0.8891864],"genre_scores_gemma":[0.7233062,0.003966389,0.003734331,0.001931044,0.0009834752,0.0001300144,0.000993559,0.0003550448,0.2645999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04136718,"threshold_uncertainty_score":0.138387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274131680425602,"score_gpt":0.3437452395033975,"score_spread":0.3210039226991415,"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."}}