{"id":"W2980120882","doi":"10.29173/iasl7373","title":"Happened on this day...","year":2019,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Computer science; World Wide Web; Artificial intelligence","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":[0.0005047358,0.0004704592,0.0003162291,0.0005169417,0.004236909,0.001784223,0.0005134301,0.001349643,0.128407],"category_scores_gemma":[0.001791063,0.0001700066,0.0004484507,0.0005310595,0.0006683376,0.001562361,0.002597225,0.001521451,0.07457575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007215109,"about_ca_system_score_gemma":0.0007259563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004363521,"about_ca_topic_score_gemma":0.01399318,"domain_scores_codex":[0.9994037,0.0001850779,0.00002119495,0.00006867359,0.0001297246,0.0001915647],"domain_scores_gemma":[0.998816,0.00006381342,0.00005866401,0.00007250562,0.0002491693,0.0007398289],"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":[0.0002022143,0.0002636079,0.007697762,0.0003618299,0.0000145869,0.0004852386,0.0130285,0.00004547147,0.001893192,0.003543496,0.8853302,0.08713398],"study_design_scores_gemma":[0.000009584414,0.0001184422,0.009269838,0.000108219,0.000005483083,0.0003325227,0.0106713,0.00002211114,0.0005545515,0.0003498857,0.978532,0.00002615002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1010498,0.001344726,0.005519468,0.02949603,0.01666032,0.00124626,0.01011929,0.003113266,0.8314508],"genre_scores_gemma":[0.2039486,0.001530265,0.004972043,0.01302724,0.001843932,0.0005852258,0.0060035,0.0007760787,0.767313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.871593,"threshold_uncertainty_score":0.4295643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300612844671678,"score_gpt":0.2915104647207392,"score_spread":0.2614491802535713,"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."}}