{"id":"W1989113549","doi":"10.1145/511446.511469","title":"Hunter gatherer","year":2002,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; World Wide Web; Task (project management); Web design; Web page; Process (computing); Web modeling; Web development; Human–computer interaction; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003474625,0.00004097001,0.0000535685,0.0001036037,0.00004717717,0.0001981498,0.0002915546,0.00001536226,0.1056521],"category_scores_gemma":[0.00006380612,0.00002493285,0.00004927947,0.000217663,0.00001568928,0.0005013395,0.00004652041,0.00002778305,0.03670655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004925628,"about_ca_system_score_gemma":7.933057e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003143613,"about_ca_topic_score_gemma":0.000004421192,"domain_scores_codex":[0.9990645,0.00001360866,0.0001964352,0.00009464576,0.0005403358,0.00009046564],"domain_scores_gemma":[0.9996065,0.00005696535,0.00003592438,0.0002071417,0.00005530525,0.00003816252],"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":[0.000001168957,0.00002321528,0.023299,2.609198e-7,0.000002225157,0.000001527953,0.000467235,0.000005169215,0.00002192657,0.007278435,0.8821211,0.0867787],"study_design_scores_gemma":[0.0001367575,0.00001092186,0.03481631,7.568904e-7,0.000002251812,0.000001100209,0.0006128888,0.008377067,0.00005850355,0.001274488,0.9546354,0.00007350291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2203455,0.0000140069,0.002158678,0.002210778,0.0001337812,0.000046437,7.315502e-7,0.0000487786,0.7750413],"genre_scores_gemma":[0.722081,0.000001783248,0.0002995636,0.001690949,0.00002178865,0.000002217775,2.556693e-7,0.000001508421,0.2759009],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5017355,"threshold_uncertainty_score":0.9640435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5327881564930514,"score_gpt":0.4553843659090946,"score_spread":0.07740379058395686,"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."}}