{"id":"W4403523287","doi":"10.21900/j.alise.2024.1679","title":"\"What can I know? Where can I go? What can I be?\"","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ALISE Annual Conference","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Need to know; Computer science; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.01277619,0.0006470399,0.0005239774,0.0008246193,0.008171515,0.01023611,0.001636778,0.008335159,0.01101168],"category_scores_gemma":[0.01753665,0.0003481617,0.0005217293,0.0008298323,0.01199619,0.01050694,0.006942818,0.01362009,0.007150216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004360639,"about_ca_system_score_gemma":0.01387867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004191415,"about_ca_topic_score_gemma":0.007638877,"domain_scores_codex":[0.9892098,0.006303602,0.0003179103,0.001265597,0.001793775,0.001109385],"domain_scores_gemma":[0.9888793,0.005822889,0.000620058,0.0005582624,0.001556182,0.002563243],"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":[0.00006298941,0.00008320504,0.0008955089,0.0002187557,0.000007545602,0.0002177349,0.05357629,0.0001880841,0.001057064,0.4198551,0.4593687,0.06446913],"study_design_scores_gemma":[0.000003455849,0.00001449237,0.0004082932,0.0001207055,0.000003463587,0.0000579834,0.01907622,0.0001396812,0.0002886089,0.02664647,0.9532236,0.00001689593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01380213,0.004587686,0.03602068,0.6450952,0.0219357,0.0003771668,0.0002885498,0.0004302857,0.2774626],"genre_scores_gemma":[0.2465499,0.005377391,0.03415082,0.187072,0.01025789,0.001286979,0.0005415534,0.0005891415,0.5141744],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01277619,"threshold_uncertainty_score":0.06756777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397290874810195,"score_gpt":0.2984317186804505,"score_spread":0.2644588099323486,"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."}}