{"id":"W3043769553","doi":"","title":"Out On The Shelf Evaluation Report","year":2020,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09940887,0.0007916473,0.0009792285,0.003600304,0.004262991,0.008195414,0.002294039,0.001225346,0.08493865],"category_scores_gemma":[0.1591306,0.000898131,0.001060956,0.003430887,0.001579624,0.002477261,0.003735559,0.002644038,0.02128756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01733742,"about_ca_system_score_gemma":0.05220028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08634228,"about_ca_topic_score_gemma":0.1218245,"domain_scores_codex":[0.8990462,0.04624935,0.006242482,0.002150147,0.03985146,0.006460363],"domain_scores_gemma":[0.7111115,0.03333548,0.00474063,0.01112983,0.2262527,0.01342981],"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":[0.002036054,0.002272301,0.007875983,0.001793995,0.00006376609,0.000173199,0.01258602,0.0003832541,0.001043686,0.00631039,0.7697074,0.1957539],"study_design_scores_gemma":[0.0005598733,0.001739218,0.02823267,0.001905779,0.00007810556,0.00004650075,0.01154803,0.0003733722,0.002379202,0.0008535021,0.9522065,0.00007731717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06944803,0.001059088,0.01050299,0.01595226,0.004539079,0.1588486,0.05793982,0.001447812,0.6802624],"genre_scores_gemma":[0.235061,0.002408522,0.0317151,0.007418115,0.000914518,0.2370707,0.04130592,0.002001623,0.4421045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09940887,"threshold_uncertainty_score":0.5257306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08171641246686598,"score_gpt":0.2891362547258923,"score_spread":0.2074198422590263,"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."}}