{"id":"W2006613366","doi":"10.1145/1056224.1056272","title":"Digital crustaceans","year":2005,"lang":"en","type":"article","venue":"","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Cyberspace; World Wide Web; Computer science; Narrative; Architecture; The Internet; Multimedia; Geography; Art; Literature; Archaeology","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":[0.0002772651,0.0003789552,0.0001443923,0.0008196368,0.002687312,0.004144127,0.0003710082,0.001023878,0.02711358],"category_scores_gemma":[0.0008273764,0.0001171011,0.0002117347,0.001029421,0.003912892,0.003209491,0.004235861,0.0009209254,0.003886933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125221,"about_ca_system_score_gemma":0.0008495026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004439081,"about_ca_topic_score_gemma":0.008289043,"domain_scores_codex":[0.999688,0.00004724285,0.00001876073,0.00009981007,0.00009749221,0.00004873706],"domain_scores_gemma":[0.9997357,0.00002972738,0.00005457428,0.00004845399,0.00004881144,0.00008273007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001243048,0.00009383968,0.01725781,0.0009319058,0.000049265,0.001883934,0.04127448,0.0007384013,0.01823826,0.3936668,0.05164438,0.4740966],"study_design_scores_gemma":[0.000004304596,0.00004035205,0.005276931,0.0002019013,0.000008861009,0.0005312538,0.009164246,0.00006494675,0.001247137,0.01049788,0.9729508,0.0000115103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1175791,0.005046018,0.006331066,0.004534916,0.0004603803,0.000119019,0.000815832,0.0001418634,0.8649718],"genre_scores_gemma":[0.690175,0.007859702,0.01072578,0.003740434,0.0001028481,0.000112777,0.0006830881,0.00007194048,0.2865284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02711358,"threshold_uncertainty_score":0.09070396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159247083408754,"score_gpt":0.2886292109097799,"score_spread":0.2727045025689045,"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."}}