{"id":"W3126524461","doi":"10.29173/iasl7578","title":"Future of the OPAC: Integrating the OPAC with Emerging Discovery Tools","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World Wide Web; The Internet; Library catalog; Presentation (obstetrics); Computer science; Library automation; Interface (matter); User interface; Data science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003993409,0.0001616491,0.0001851436,0.00004355958,0.0003354507,0.0017952,0.001798812,0.00004940594,0.00001690635],"category_scores_gemma":[0.0001065906,0.00007427303,0.00007442111,0.001098497,0.000162161,0.01244139,0.0005606784,0.0002561462,0.00001116941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001526522,"about_ca_system_score_gemma":0.0004404572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001574758,"about_ca_topic_score_gemma":0.000005205094,"domain_scores_codex":[0.9984562,0.00002571137,0.0003531305,0.0002844133,0.0006028915,0.0002776301],"domain_scores_gemma":[0.9984839,0.00005204301,0.0003139553,0.0003155631,0.0007776392,0.00005688614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001509231,0.00004104485,0.01868621,0.0001342618,0.00003835313,0.000004015895,0.5751897,0.00002240727,0.002174747,0.362532,0.007729541,0.03343263],"study_design_scores_gemma":[0.000471686,0.0002462752,0.01778252,0.0007775415,0.00001113425,0.000268144,0.866169,0.01630433,0.04288036,0.003183209,0.05129573,0.0006100649],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281507,0.0001701259,0.03010484,0.0206425,0.0008626351,0.00038798,0.00002337965,0.000118955,0.0195389],"genre_scores_gemma":[0.9960333,0.00001313003,0.001201449,0.001100559,0.0001546344,0.00001647055,0.000001551077,0.000004787499,0.001474135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3593488,"threshold_uncertainty_score":0.9992411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606260385670961,"score_gpt":0.2218491766914796,"score_spread":0.20578657283477,"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."}}