{"id":"W2154176717","doi":"10.1145/1874551.1874552","title":"Hypertext 2010 conference review","year":2010,"lang":"en","type":"article","venue":"ACM SIGWEB Newsletter","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypertext; Hypermedia; Nova scotia; World Wide Web; Library science; HyperCard; Computer science; Sociology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004623665,0.0002092057,0.0002712063,0.00004825862,0.00009345968,0.0001888046,0.003037122,0.0001217244,0.001596533],"category_scores_gemma":[0.0004935439,0.000173444,0.0001127943,0.0002310046,0.0001068799,0.0006513605,0.0005649176,0.0006230595,0.003330166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001108486,"about_ca_system_score_gemma":0.00006940073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003787382,"about_ca_topic_score_gemma":0.00003854447,"domain_scores_codex":[0.9983588,0.00009776818,0.0003117989,0.0005583849,0.0002896563,0.0003836217],"domain_scores_gemma":[0.996733,0.0002470837,0.00008300973,0.002649938,0.000141647,0.0001453599],"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":[0.000003746272,0.00009677926,0.0008429877,0.0001576983,0.00002054329,0.00002778889,0.0002686324,4.719964e-7,0.0902224,0.006599148,0.8534857,0.04827412],"study_design_scores_gemma":[0.0003561389,0.0001034572,0.003567865,0.0002853577,0.00002807389,0.0001141567,0.000004395577,0.001119321,0.01860944,0.01173817,0.9634157,0.0006578863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1520686,0.002738057,0.1583457,0.6592729,0.008701158,0.00143132,0.00001060385,0.001071081,0.01636055],"genre_scores_gemma":[0.6743703,0.0004778021,0.0978228,0.2197257,0.0005698258,0.0001104774,0.000006658512,0.00004090514,0.006875534],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5223017,"threshold_uncertainty_score":0.9993162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342263101680265,"score_gpt":0.269647539003425,"score_spread":0.2262249079866224,"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."}}