{"id":"W4200520027","doi":"10.3998/ticker.1940","title":"The Secret Lives of Pets: Trends from the 2020-2021 Year in Review Reports of the Academic Business Library Directors","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Academic library; Library science; Business; Public relations; Political science; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103122,0.0003346644,0.0006074214,0.009607928,0.0007185048,0.006014422,0.0008656246,0.001253988,0.005073404],"category_scores_gemma":[0.04083369,0.0002859873,0.0007847202,0.01640786,0.0007608791,0.004269903,0.001448743,0.001384,0.002065362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003164285,"about_ca_system_score_gemma":0.00709179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288833,"about_ca_topic_score_gemma":0.04079811,"domain_scores_codex":[0.9929491,0.001023245,0.001253687,0.0004414662,0.003850858,0.000481579],"domain_scores_gemma":[0.9201872,0.01623925,0.0208914,0.0006957887,0.03750155,0.004484723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003917557,0.00007010378,0.08727426,0.01601388,0.0002832391,0.0004432881,0.002420414,0.0001768644,0.000765292,0.002372647,0.5189064,0.3708819],"study_design_scores_gemma":[0.00001082946,0.0001386823,0.1993103,0.00721761,0.0001978616,0.001114949,0.004345596,0.0001035263,0.0005093671,0.000215071,0.7867817,0.00005451498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03611773,0.8411624,0.0004683062,0.06408738,0.006897566,0.0001264369,0.02238881,0.0002432441,0.02850799],"genre_scores_gemma":[0.2089313,0.7175686,0.001537689,0.02389332,0.005427556,0.0002965317,0.02831858,0.0002286687,0.01379769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01288833,"threshold_uncertainty_score":0.05453676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924190182111097,"score_gpt":0.2416450335500616,"score_spread":0.2224031317289506,"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."}}