{"id":"W4411656126","doi":"10.51847/swfw8qfqpr","title":"10.51847/SWfw8qFqpR","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009447468,0.001289407,0.0008034935,0.002762162,0.001430854,0.002723756,0.001258944,0.003012213,0.9770313],"category_scores_gemma":[0.001955343,0.0005077542,0.0006850809,0.002313132,0.000917692,0.00260956,0.002116392,0.001178179,0.9776588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009882253,"about_ca_system_score_gemma":0.0008386927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006987392,"about_ca_topic_score_gemma":0.004948225,"domain_scores_codex":[0.9995096,0.00004413793,0.00004407946,0.0001317889,0.0001704241,0.0001000173],"domain_scores_gemma":[0.9984089,0.0003078983,0.00006944616,0.0002277928,0.0006169185,0.0003692071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000151115,0.0001866069,0.0008873087,0.0003228154,0.00001417319,0.000240784,0.000129289,0.0001962403,0.002788549,0.003481441,0.3295498,0.662052],"study_design_scores_gemma":[0.00005173176,0.0000564291,0.001187994,0.0001914434,0.00001069898,0.0002572441,0.0001460518,0.0003085219,0.0007186811,0.0009537472,0.9960991,0.00001828551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001347358,0.0002840528,0.002395872,0.0008213952,0.0004129157,0.0001753602,0.001507896,0.002560842,0.9904944],"genre_scores_gemma":[0.002027992,0.0001467254,0.001034623,0.0002524627,0.00005329892,0.00005863894,0.0008571587,0.0003874302,0.9951817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02296871,"threshold_uncertainty_score":0.03276205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437820415494481,"score_gpt":0.2366177331256246,"score_spread":0.2222395289706798,"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."}}