{"id":"W4310102555","doi":"10.29173/iasl8539","title":"What the Shelves Aren't Saying","year":2022,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Censorship; Censoring (clinical trials); Intellectual freedom; Media studies; Political science; Sociology; Advertising; History; Public relations; Internet privacy; Law; Business; Computer science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006786175,0.000581375,0.0008390153,0.001031268,0.01751917,0.02018359,0.001575805,0.006018282,0.02947281],"category_scores_gemma":[0.02662075,0.0005641247,0.0006230786,0.001329558,0.02743621,0.03128102,0.006830031,0.01153552,0.01780043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005318881,"about_ca_system_score_gemma":0.008096486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01720966,"about_ca_topic_score_gemma":0.02199894,"domain_scores_codex":[0.9911731,0.004538987,0.000287365,0.0007865957,0.002238993,0.0009749834],"domain_scores_gemma":[0.9860342,0.003134133,0.001244316,0.001845017,0.004236267,0.003506081],"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":[0.00009719897,0.00009456385,0.005526102,0.0005347274,0.00005650565,0.0007209812,0.08668714,0.00006860856,0.00041829,0.123155,0.6840173,0.09862354],"study_design_scores_gemma":[0.000006229066,0.00002566264,0.001189277,0.0006654706,0.0000196917,0.0004639568,0.06009658,0.00002203311,0.000218553,0.01820257,0.9190566,0.00003341936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01749426,0.01982674,0.002679333,0.7438977,0.02883808,0.00003307841,0.0004376317,0.0003442611,0.186449],"genre_scores_gemma":[0.3745775,0.02167089,0.002795543,0.3841065,0.007657268,0.000131328,0.0005650192,0.001269543,0.2072265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02947281,"threshold_uncertainty_score":0.09859633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437682201912105,"score_gpt":0.3015893417061728,"score_spread":0.2578211215149623,"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."}}