{"id":"W7020655575","doi":"","title":"Library Directions, Volume 1, No. 2","year":2012,"lang":"en","type":"other","venue":"ResearchWorks at the University of Washington (University of Washington)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West Virginia University; McGill University; University of Washington","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008563449,0.000684129,0.0007429354,0.002668018,0.003492831,0.009711957,0.001204354,0.001539914,0.6124414],"category_scores_gemma":[0.003516655,0.0005087997,0.0004339696,0.006018573,0.0007351499,0.002539176,0.001761135,0.001295229,0.4664981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004428468,"about_ca_system_score_gemma":0.008320809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1035078,"about_ca_topic_score_gemma":0.3022833,"domain_scores_codex":[0.9991238,0.00007126013,0.00004739213,0.0001019452,0.0005156661,0.0001398716],"domain_scores_gemma":[0.9981102,0.0001940813,0.00006994722,0.0001954795,0.001027846,0.0004024352],"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":[0.00001964343,0.0000217722,0.0001759393,0.00006133064,0.000001198742,0.00001225757,0.0000820014,0.00001589003,0.00005228676,0.0008734333,0.9800442,0.01864002],"study_design_scores_gemma":[0.000004039645,0.000004861649,0.0008641077,0.00006279869,0.000001541355,0.000009783857,0.000133326,0.000009197159,0.00005920284,0.0001194914,0.9987286,0.000003031794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009413668,0.002355573,0.0003189808,0.003765067,0.0019857,0.0001391463,0.009725266,0.001727086,0.9790418],"genre_scores_gemma":[0.001020271,0.000746855,0.0001135074,0.0002603961,0.00009553683,0.00002418832,0.001636382,0.0002806543,0.9958221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3875586,"threshold_uncertainty_score":0.5528052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388210583658918,"score_gpt":0.2087900339759814,"score_spread":0.1949079281393923,"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."}}