{"id":"W4387876909","doi":"10.1080/10572317.2023.2270888","title":"Hidden Public Services","year":2023,"lang":"en","type":"article","venue":"The International Information & Library Review","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Cataloging; Service (business); Work (physics); Metadata; Knowledge management; Public relations; Business; World Wide Web; Staff management; Computer science; Political science; Management; Marketing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391641,0.0004292357,0.0004617071,0.003359393,0.002658963,0.009856109,0.001875487,0.002678219,0.1387279],"category_scores_gemma":[0.005486669,0.0003072898,0.0007334512,0.006558801,0.002528143,0.009799466,0.007299488,0.001984234,0.03440012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006098851,"about_ca_system_score_gemma":0.009548209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015874,"about_ca_topic_score_gemma":0.01500411,"domain_scores_codex":[0.9973944,0.000541491,0.0001575431,0.0002941051,0.0009928934,0.0006194672],"domain_scores_gemma":[0.9975234,0.0006140491,0.0002948745,0.0004292604,0.0007199043,0.0004184974],"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":[0.00005257701,0.00007825641,0.001109426,0.001721611,0.00002292912,0.0002707944,0.001918675,0.0001647682,0.0003693555,0.3679151,0.2531728,0.3732036],"study_design_scores_gemma":[0.000004390542,0.000007601137,0.0005964899,0.0005296492,0.000005877884,0.00013378,0.0007523796,0.00002574393,0.00009687532,0.006929141,0.9909128,0.000005261771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004596218,0.0309338,0.003905455,0.01282071,0.001450205,0.000119795,0.001295546,0.0005093382,0.9443689],"genre_scores_gemma":[0.2039415,0.07456674,0.004151164,0.01507483,0.001832606,0.0002742857,0.003685734,0.0004657736,0.6960074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1387279,"threshold_uncertainty_score":0.4640909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615659087388737,"score_gpt":0.3074906871175438,"score_spread":0.2713340962436565,"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."}}