{"id":"W3128117064","doi":"10.29173/iasl7556","title":"Don't Buck It - Bend It","year":2021,"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":"Feeling; Schedule; Public relations; Isolation (microbiology); Key (lock); Sociology; Pedagogy; Psychology; Political science; Management; Computer science; Social psychology; Economics; Computer security","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":[0.002925611,0.0009332186,0.0005890673,0.0008412689,0.01014677,0.008242839,0.001382219,0.005473974,0.1223014],"category_scores_gemma":[0.01568964,0.0006006672,0.0008274824,0.0007381017,0.006493512,0.01021865,0.006469365,0.009474734,0.08479844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928067,"about_ca_system_score_gemma":0.004242518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288145,"about_ca_topic_score_gemma":0.02933737,"domain_scores_codex":[0.9958528,0.001005612,0.0001044025,0.0006290466,0.001542525,0.0008656174],"domain_scores_gemma":[0.9920202,0.0007405881,0.0003976334,0.0008421883,0.002524242,0.00347528],"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":[0.00007603573,0.0001477818,0.003708731,0.0001886618,0.00003092689,0.0003038392,0.005884777,0.00008473618,0.0007627548,0.03421109,0.8317114,0.1228892],"study_design_scores_gemma":[0.00001618708,0.00006706878,0.001635846,0.0002158945,0.0000140572,0.0002545322,0.006357592,0.00005423735,0.0002735259,0.00904493,0.9820293,0.00003680095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01089179,0.004591033,0.0101221,0.3260954,0.02473325,0.0001751376,0.0002681491,0.001821861,0.6213014],"genre_scores_gemma":[0.09376401,0.003294684,0.006450678,0.18971,0.002216579,0.0001861654,0.0001995382,0.001475101,0.7027032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1223014,"threshold_uncertainty_score":0.4091389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.051673703575533,"score_gpt":0.3201584414744145,"score_spread":0.2684847378988815,"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."}}