{"id":"W4251641029","doi":"10.18438/eblip29425","title":"EBLIP Panel Presentation at 2018 American Library Association Annual Conference","year":2018,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Association (psychology); Library science; Computer science; Psychology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01200744,0.001037139,0.001379188,0.001728719,0.00470409,0.00832687,0.003419656,0.02220746,0.3692797],"category_scores_gemma":[0.02278847,0.0007378454,0.001712048,0.002221189,0.00104808,0.005111959,0.004366383,0.01044062,0.1726723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003695686,"about_ca_system_score_gemma":0.0118071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0085609,"about_ca_topic_score_gemma":0.02647812,"domain_scores_codex":[0.9946488,0.0007660264,0.0003945145,0.0005962367,0.002718487,0.0008759809],"domain_scores_gemma":[0.9782111,0.0036161,0.0006133403,0.0007919032,0.01398384,0.002783709],"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":[0.00004712777,0.00001290993,0.00006196478,0.000149982,0.00000470804,0.00002619641,0.00001230477,0.000009794616,0.00007339771,0.0002960646,0.9954408,0.003864724],"study_design_scores_gemma":[0.0000545406,0.00001508446,0.001013923,0.0006853158,0.00001643848,0.00001654118,0.00009262338,0.00003162742,0.000154127,0.0006913643,0.9972129,0.00001545215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001437931,0.009070008,0.001656892,0.3854935,0.1734104,0.003151813,0.02024834,0.0005209315,0.4050102],"genre_scores_gemma":[0.006893375,0.004783425,0.001362358,0.1338344,0.03127807,0.00326851,0.008257651,0.0004027485,0.8099194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3692797,"threshold_uncertainty_score":0.899646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350565025965233,"score_gpt":0.3102899458125753,"score_spread":0.2767842955529229,"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."}}