{"id":"W7047613095","doi":"","title":"Hogging the Remote (search button): How Western Libraries is Using Remote Searching to Streamline Acquisitions","year":2005,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Information system; Key (lock); Software","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005190514,0.000466083,0.0004330342,0.0006803538,0.001149252,0.000894075,0.001386167,0.0001872851,0.0001127273],"category_scores_gemma":[0.00002542102,0.0004480305,0.000233377,0.001007107,0.0002499906,0.002374748,0.001057206,0.001294554,0.0002749658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836562,"about_ca_system_score_gemma":0.000180882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002174463,"about_ca_topic_score_gemma":0.0006170977,"domain_scores_codex":[0.9970528,0.0003583402,0.0002970724,0.0008328125,0.0004773641,0.0009815538],"domain_scores_gemma":[0.9979779,0.0002262665,0.0001431159,0.001113118,0.0001938936,0.0003457583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003195823,0.00008086774,0.9644828,0.0000271518,0.0002156539,0.00005918742,0.003152588,0.0004107759,0.004825192,0.0004827058,0.000003111607,0.026228],"study_design_scores_gemma":[0.009948951,0.001074202,0.550121,0.003635736,0.001609102,0.0005101674,0.1205491,0.001007913,0.2322424,0.00516172,0.06674496,0.007394721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732362,0.00007427506,0.01625734,0.009258837,0.0001657699,0.0004070236,0.00008109929,0.0003312277,0.0001882013],"genre_scores_gemma":[0.9923346,0.000008423636,0.001963526,0.0008465501,0.0006503483,5.510868e-7,0.00003380784,0.00008319822,0.004079007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4143618,"threshold_uncertainty_score":0.9997972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218858714820737,"score_gpt":0.3419492964205576,"score_spread":0.2200634249384839,"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."}}