{"id":"W191415697","doi":"","title":"How Next-Gen R U? A Review of Academic OPACs in the United States and Canada.","year":2011,"lang":"en","type":"review","venue":"Computers in libraries","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); State (computer science); World Wide Web; Library science; Political science; Computer science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006871243,0.0002915012,0.001036391,0.0004511395,0.00005345515,0.0005192283,0.003537749,0.0001304191,0.000002226128],"category_scores_gemma":[0.00005889553,0.0001800325,0.00007687947,0.001965282,0.0001769867,0.005800829,0.0006920554,0.0004589562,0.000001478215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000330719,"about_ca_system_score_gemma":0.001204164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009883507,"about_ca_topic_score_gemma":0.0007005133,"domain_scores_codex":[0.9977018,0.0004577385,0.0008985215,0.0003116977,0.0003376235,0.0002926164],"domain_scores_gemma":[0.9981412,0.0005376413,0.0005713953,0.0006481044,0.00002959447,0.00007201254],"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":[0.000001103363,0.00001393808,0.0001619298,0.0920544,0.00002823817,0.00002216514,0.007389936,0.00000350727,5.532104e-9,0.07157115,0.07269287,0.7560608],"study_design_scores_gemma":[0.0000520356,0.00001996177,0.00002176363,0.04103424,0.000005531454,0.00003607209,0.0002107024,0.0005794586,2.139518e-7,0.0005097042,0.9573361,0.0001941803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007947765,0.9952445,0.001962205,0.001329745,0.0004160491,0.0006535831,0.00001443431,0.00002610653,0.0003454537],"genre_scores_gemma":[0.000005342086,0.9943714,0.001912008,0.003523142,0.0000389513,0.00003515932,0.00007004332,0.000007733319,0.00003625447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8846433,"threshold_uncertainty_score":0.9967098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07612922060653204,"score_gpt":0.2629110334474857,"score_spread":0.1867818128409537,"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."}}