{"id":"W4405487244","doi":"10.33137/cjal-rcbu.v10.43094","title":"Feeding the Insatiable Beast","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultural heritage; Digitization; Negotiation; Public relations; Commons; Public domain; Political science; Business; Library science; Engineering; Law; History; 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":[0.003883624,0.0007470701,0.0006130823,0.001958767,0.01397105,0.01822938,0.001534632,0.004622983,0.03175536],"category_scores_gemma":[0.01391163,0.0006148175,0.0004719355,0.00170961,0.03013183,0.02440807,0.01420149,0.00698942,0.01132918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005642676,"about_ca_system_score_gemma":0.006452267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026345,"about_ca_topic_score_gemma":0.02156501,"domain_scores_codex":[0.995571,0.001830937,0.00009968657,0.0006291907,0.001268433,0.0006007352],"domain_scores_gemma":[0.9959662,0.001102856,0.000257615,0.001178509,0.0008897888,0.0006049992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006720836,0.00005099371,0.0008219264,0.00009312527,0.00001385776,0.000323415,0.0772538,0.00009326312,0.0005820496,0.8120263,0.06486644,0.04380764],"study_design_scores_gemma":[0.000006326687,0.00001853568,0.0002153459,0.0002538021,0.000007337153,0.0002168623,0.02976703,0.0001172894,0.0003832407,0.05870935,0.9102898,0.00001503684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0359769,0.009186577,0.02495694,0.09951901,0.004091933,0.00006780429,0.0002246896,0.0005895804,0.8253866],"genre_scores_gemma":[0.5168377,0.004871571,0.01162244,0.02186387,0.0007921265,0.00008489106,0.0002051137,0.00151271,0.4422096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03175536,"threshold_uncertainty_score":0.1062322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05559850979985687,"score_gpt":0.2045253939989932,"score_spread":0.1489268841991363,"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."}}