{"id":"W4230679189","doi":"10.1109/mc.2005.258","title":"Computer Society Connection","year":2005,"lang":"en","type":"article","venue":"Computer","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Computer Science and Engineering; Von Neumann architecture; Science and engineering; Touchscreen; Software engineering; Engineering ethics; Operating system; Engineering","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":[],"category_scores_codex":[0.0005364313,0.001181394,0.0007002855,0.001760139,0.001368193,0.005466301,0.001179719,0.002432174,0.8431678],"category_scores_gemma":[0.003989761,0.0003435241,0.0004663861,0.002100266,0.0005450337,0.00479339,0.003924193,0.002164636,0.8462126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008377985,"about_ca_system_score_gemma":0.001240818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249902,"about_ca_topic_score_gemma":0.001345228,"domain_scores_codex":[0.9989341,0.000128849,0.00007828752,0.0003612405,0.000328449,0.0001691706],"domain_scores_gemma":[0.9973844,0.0002895897,0.0001427618,0.0006604511,0.0008303766,0.0006923958],"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":[0.00004942845,0.00003489343,0.0004259993,0.00009749813,0.000007306957,0.00008645504,0.00004294185,0.0000444908,0.000289008,0.005203708,0.805653,0.1880653],"study_design_scores_gemma":[0.000008598457,0.00001100784,0.0003422962,0.00004788431,0.00000387237,0.0001587535,0.00003037562,0.00006870613,0.0001159974,0.001323099,0.9978846,0.000004863835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007576094,0.001653271,0.002437093,0.003848906,0.002741759,0.00008942818,0.005287045,0.004469623,0.9787152],"genre_scores_gemma":[0.00900483,0.001899721,0.001163566,0.002392434,0.0008933847,0.00009173901,0.005727603,0.001006209,0.9778205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8431678,"threshold_uncertainty_score":0.2237021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394508375881773,"score_gpt":0.2994718238546932,"score_spread":0.2655267400958755,"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."}}