{"id":"W3144933465","doi":"10.29173/iasl7756","title":"Are we there yet?","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Public relations; World Wide Web; Sociology; Library science; Business; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01088124,0.001171834,0.001652002,0.001636482,0.008057607,0.01849235,0.002910467,0.01119473,0.1248444],"category_scores_gemma":[0.03570875,0.0003777369,0.001320019,0.001623276,0.007996043,0.02888132,0.008602683,0.01713623,0.05888502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003842266,"about_ca_system_score_gemma":0.01627815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004194806,"about_ca_topic_score_gemma":0.00907942,"domain_scores_codex":[0.9928806,0.002201572,0.0003649645,0.001119584,0.001882091,0.001551236],"domain_scores_gemma":[0.9811715,0.003755675,0.000966826,0.0009613018,0.006392298,0.006752433],"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":[0.00006995899,0.0001110563,0.001830923,0.0007380262,0.00004492499,0.0005844056,0.001780048,0.00005281145,0.0002316965,0.06248304,0.7557983,0.1762748],"study_design_scores_gemma":[0.000006940015,0.00002127358,0.0003118727,0.001291046,0.00001866568,0.0003428077,0.005792225,0.00003022118,0.00005897477,0.03113738,0.9609624,0.00002619059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001066096,0.04269751,0.002159401,0.8668459,0.04845959,0.00004032141,0.0004079967,0.0002647455,0.03805843],"genre_scores_gemma":[0.02970426,0.08206395,0.008008498,0.7117046,0.02681234,0.0003078523,0.001394227,0.0004328601,0.1395714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1248444,"threshold_uncertainty_score":0.417646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106403806716706,"score_gpt":0.2417564682444388,"score_spread":0.2106924301772718,"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."}}