{"id":"W2216390500","doi":"","title":"The Impact of the Web on Reference","year":2002,"lang":"en","type":"article","venue":"Hypothesis","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000268332,0.00003797398,0.00004184558,0.0000186437,0.0005661699,0.00008788126,0.0004677651,0.0000233796,0.001130551],"category_scores_gemma":[0.0003277579,0.00001602423,0.000073881,0.0003027266,0.0002266277,0.001080678,0.00001790347,0.00004906238,0.0002674341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000211433,"about_ca_system_score_gemma":0.0000544915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521618,"about_ca_topic_score_gemma":0.000008567159,"domain_scores_codex":[0.9993542,0.00009439678,0.0001077389,0.00004782565,0.0002567024,0.0001391413],"domain_scores_gemma":[0.9993015,0.0003552481,0.00007702381,0.00020565,0.00002648003,0.000034124],"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":[0.00002436459,0.0001351687,0.03839061,0.000005233539,0.00003711546,4.653342e-7,0.04702421,0.0001095554,0.0003660078,0.2948188,0.3364596,0.2826289],"study_design_scores_gemma":[0.0001114469,0.00007559372,0.1432684,0.0000222347,0.000003433024,4.093446e-7,0.002227446,0.0007145623,0.0006417593,0.004476414,0.848349,0.0001093186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.504368,0.00003772815,3.106168e-7,0.005903839,0.00008596329,0.00008256647,0.00000631225,0.0000160805,0.4894992],"genre_scores_gemma":[0.9900757,0.0001811568,0.00001722947,0.000613403,0.00004221065,0.000002578698,6.69754e-8,0.000001512154,0.009066143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5118894,"threshold_uncertainty_score":0.9997826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07723949647999706,"score_gpt":0.2925585830196129,"score_spread":0.2153190865396158,"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."}}