{"id":"W1989165310","doi":"10.1109/hicss.2012.136","title":"Building Support for Web Information Gathering Tasks","year":2012,"lang":"en","type":"article","venue":"","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; World Wide Web; Context (archaeology); Web application; Order (exchange); Information needs; Human–computer interaction","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":[0.0004367249,0.00005677879,0.00005410028,0.0000870046,0.0001012783,0.0001505999,0.0002631522,0.0000314522,0.00007139562],"category_scores_gemma":[0.00003202167,0.00004589014,0.00004038363,0.0001464765,0.000007824576,0.00513604,0.00008916259,0.0000442926,0.0002279609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002800449,"about_ca_system_score_gemma":0.00003972109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003161699,"about_ca_topic_score_gemma":1.662015e-7,"domain_scores_codex":[0.9993066,0.000005730542,0.000182672,0.00004168788,0.0001810772,0.0002822715],"domain_scores_gemma":[0.9995943,0.0000284762,0.0000463328,0.000148458,0.00008683853,0.00009554054],"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":[0.00000695511,0.00003001362,0.001497964,0.00004181283,0.000006156486,1.369831e-7,0.002198796,0.00002475371,0.003276915,0.7134943,0.004491498,0.2749307],"study_design_scores_gemma":[0.0006625282,0.0001170994,0.007616648,0.000007570805,0.000004971787,0.00002483933,0.0001299827,0.1065139,0.02888336,0.0005136312,0.8552179,0.0003075956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02569378,0.000002959026,0.9635221,0.0001722,0.0003657483,0.0001994266,0.000003220504,0.0001563305,0.009884262],"genre_scores_gemma":[0.8024782,0.000001101244,0.1963733,0.0006402623,0.00006721351,0.00003237515,0.00000704801,0.000002497443,0.0003980493],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8507264,"threshold_uncertainty_score":0.3723505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678204540918851,"score_gpt":0.2929568763273501,"score_spread":0.2661748309181616,"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."}}