{"id":"W4386568706","doi":"10.29173/pathfinder93","title":"SIMSArchive","year":2023,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; University of Alberta","keywords":"Reflection (computer programming); Perspective (graphical); Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007981791,0.00009996632,0.00009551003,0.0008166162,0.002624043,0.002287564,0.0003983306,0.00001004275,0.00007765344],"category_scores_gemma":[0.00007469063,0.00007473209,0.00005618101,0.0001712357,0.0004284958,0.003598891,0.00007384244,0.0001149265,0.0001356462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121435,"about_ca_system_score_gemma":0.0005216808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005191193,"about_ca_topic_score_gemma":0.0005770456,"domain_scores_codex":[0.9984834,0.00001163841,0.0002738328,0.0001106643,0.0006838227,0.0004366659],"domain_scores_gemma":[0.9989685,0.00005332986,0.00009906323,0.00007018389,0.0003103688,0.0004985397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001733349,0.00002262632,0.008269593,0.00005004336,0.00005416771,0.00001094457,0.1200027,0.00003363673,0.000002309582,0.7885696,0.03012175,0.05284528],"study_design_scores_gemma":[0.0005420282,0.0001368002,0.4454273,0.0001051822,0.00001278354,0.000009970568,0.01788216,0.0001217117,0.000003267995,0.05203339,0.4834726,0.0002527185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8391732,0.00001763995,0.0001539727,0.00270053,0.00339592,0.0007061762,0.0005812886,0.00005022437,0.1532211],"genre_scores_gemma":[0.9945846,0.000006165369,0.00003048686,0.001095486,0.0001761868,0.00004218727,0.0000374592,0.000005035452,0.004022421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7365362,"threshold_uncertainty_score":0.9987482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06503861848403764,"score_gpt":0.302358043977513,"score_spread":0.2373194254934754,"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."}}