{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03909834,0.00104361,0.001461763,0.005845331,0.004010046,0.02629645,0.005632321,0.009272152,0.02779508],"category_scores_gemma":[0.03114696,0.0009210259,0.001509832,0.008406071,0.008268962,0.05701935,0.01404615,0.006720251,0.01017922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003338484,"about_ca_system_score_gemma":0.013031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008197201,"about_ca_topic_score_gemma":0.005537297,"domain_scores_codex":[0.9868482,0.004504513,0.0007767959,0.0009347928,0.005635541,0.00130023],"domain_scores_gemma":[0.95897,0.01753732,0.001482528,0.005745076,0.01087156,0.005393624],"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":[0.0002230947,0.0002586314,0.002811785,0.000893935,0.0000496636,0.0003510924,0.001566686,0.001010605,0.001607812,0.2547691,0.06225916,0.6741984],"study_design_scores_gemma":[0.00002695438,0.0001672195,0.001171371,0.000880077,0.00003477394,0.0005607152,0.001710052,0.007160132,0.0007764201,0.09367646,0.8937176,0.00011812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01778329,0.09944576,0.3935914,0.2648089,0.008572675,0.0005438018,0.001491776,0.01416762,0.1995948],"genre_scores_gemma":[0.1080641,0.07098076,0.7117186,0.03031906,0.007281073,0.0007323219,0.002554651,0.002431301,0.06591819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9737036,"threshold_uncertainty_score":0.2067742,"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."}}