{"id":"W4392779662","doi":"10.3998/weaveux.4968","title":"Title Pending 4968","year":2024,"lang":"en","type":"article","venue":"Weave Journal of Library User Experience","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001267693,0.0009423781,0.001111557,0.001850602,0.00234765,0.008513029,0.00136258,0.002699503,0.9404573],"category_scores_gemma":[0.006285099,0.0005179331,0.000717751,0.002432436,0.0009033998,0.003238642,0.003150314,0.001840837,0.914517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153999,"about_ca_system_score_gemma":0.002641022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003544662,"about_ca_topic_score_gemma":0.005181367,"domain_scores_codex":[0.9988003,0.0001059918,0.0001200555,0.0002978049,0.0005113868,0.0001645404],"domain_scores_gemma":[0.9961266,0.0005111329,0.0001478187,0.0004053678,0.001784673,0.001024456],"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":[0.00007343251,0.00003421618,0.000173435,0.0002762856,0.000004395949,0.00006839469,0.00004933986,0.00003200582,0.0005431182,0.004434415,0.8892372,0.1050737],"study_design_scores_gemma":[0.000007459354,0.00001525698,0.0001689209,0.0001083625,0.00000137223,0.00002967875,0.00002791684,0.00001562481,0.00006206832,0.0002158822,0.9993442,0.000003344404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003512103,0.001191575,0.0004967637,0.002784097,0.01176952,0.0002041512,0.003927518,0.0006040022,0.9786713],"genre_scores_gemma":[0.0007080498,0.0005045737,0.0001042819,0.000615857,0.0006915067,0.00004641815,0.00123305,0.0002480639,0.9958482],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05954272,"threshold_uncertainty_score":0.08493048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013010667641323,"score_gpt":0.2592797363364397,"score_spread":0.2462690686951167,"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."}}