{"id":"W2101307329","doi":"10.1109/hicss.2003.1174245","title":"PDA access to Internet content: focus on forms","year":2003,"lang":"en","type":"article","venue":"","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; World Wide Web; Focus (optics); Transformation (genetics); Context (archaeology); Web page; The Internet; Mobile device; Web content; Web modeling; Task (project management); Multimedia; Perspective (graphical); Human–computer interaction; Engineering; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001570184,0.00008107461,0.0001057786,0.0001069542,0.00003197911,0.0003806589,0.001009109,0.00002080948,0.0001214595],"category_scores_gemma":[0.00006901191,0.0000555081,0.00004829098,0.0003321833,0.00000728313,0.0004665425,0.0002025385,0.00005081842,0.0005667316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001708577,"about_ca_system_score_gemma":0.0000140925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524026,"about_ca_topic_score_gemma":0.00008408598,"domain_scores_codex":[0.9992388,0.00002113197,0.0001217078,0.0002835527,0.0001514553,0.0001833462],"domain_scores_gemma":[0.999316,0.00003509546,0.00002592025,0.0004856313,0.00003127392,0.0001061175],"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":[0.000005615364,0.000103073,0.003858917,0.000003365808,0.00005241781,0.00002005715,0.0003578019,0.00005037092,0.000208195,0.8243442,0.05641323,0.1145828],"study_design_scores_gemma":[0.002673906,0.00167408,0.0159915,0.000228374,0.00006663906,0.0000625497,0.0005810052,0.05548876,0.3320082,0.03541615,0.553469,0.002339852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03659778,0.000009952976,0.8307486,0.002210996,0.0001590482,0.00006361196,0.000002182607,0.0001267887,0.1300811],"genre_scores_gemma":[0.9825996,0.000001280673,0.008366562,0.002413897,0.00001214063,0.000006745776,0.000001473788,0.000003586928,0.006594783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9460018,"threshold_uncertainty_score":0.7284377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06850360008790213,"score_gpt":0.2866914342036892,"score_spread":0.2181878341157871,"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."}}