{"id":"W2085914837","doi":"10.5703/1288284314728","title":"Hyperlinked Library Service: Trends, Tools, Transparency","year":2012,"lang":"en","type":"article","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Transparency (behavior); Computer science; Service (business); World Wide Web; Business; Computer security; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01726401,0.0004343466,0.000544887,0.01150461,0.001376745,0.02049408,0.002396818,0.003151887,0.0104821],"category_scores_gemma":[0.03147415,0.0005340435,0.0006009985,0.0190374,0.003388335,0.02861978,0.004671774,0.004064148,0.00453591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005233943,"about_ca_system_score_gemma":0.007093046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007623334,"about_ca_topic_score_gemma":0.005734318,"domain_scores_codex":[0.9868444,0.003060619,0.0009869181,0.001187693,0.006968823,0.0009514838],"domain_scores_gemma":[0.9493319,0.01974182,0.005764087,0.005527866,0.01462946,0.005004867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004232357,0.0002907471,0.01308222,0.001310992,0.00004015659,0.0001274501,0.002411743,0.0008135363,0.003561345,0.2093511,0.09026483,0.6783225],"study_design_scores_gemma":[0.00004669585,0.0001233107,0.008959411,0.001081067,0.00004670173,0.0006532427,0.002248487,0.005645047,0.004354988,0.03578597,0.9409248,0.0001301418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1171119,0.1323065,0.1457958,0.1880085,0.003705527,0.0003058103,0.004434042,0.01694315,0.3913887],"genre_scores_gemma":[0.6692796,0.09920648,0.07738113,0.0179516,0.006978546,0.0003080183,0.01030751,0.005139051,0.113448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9795059,"threshold_uncertainty_score":0.09130192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204105822403029,"score_gpt":0.2221987222212403,"score_spread":0.1901576639972101,"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."}}