{"id":"W4393971179","doi":"10.7202/1108085ar","title":"Probing a Dark Decade1","year":2023,"lang":"en","type":"article","venue":"Archivaria","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Astronomy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005948758,0.00007514224,0.00006490078,0.0001094484,0.0002101133,0.0001558874,0.0001373821,0.000002831817,0.0002063752],"category_scores_gemma":[0.000008091537,0.00006264353,0.00005089038,0.00004535887,0.0001058073,0.0001670536,0.00009932637,0.00005853475,0.002375984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004345601,"about_ca_system_score_gemma":0.00001026514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000265857,"about_ca_topic_score_gemma":0.000004567875,"domain_scores_codex":[0.999414,0.00001319684,0.0001049841,0.0001459299,0.0001239306,0.0001979265],"domain_scores_gemma":[0.9997488,0.00007219221,0.00002078864,0.0001044366,0.000007476998,0.00004630275],"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":[0.000005824946,0.00002729337,0.00001195367,0.00001897681,0.00002033507,0.0000166944,0.005322626,0.00001417483,0.00001971157,0.9603112,0.02160103,0.0126302],"study_design_scores_gemma":[0.00008243239,0.00002478273,0.004347434,0.0000147399,0.000005254809,9.850758e-7,0.0001529025,0.0001373959,0.000004335415,0.727505,0.2676477,0.00007705048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01080613,0.000001764419,0.00007526819,0.00119346,0.0002719037,0.0001121196,0.0000441247,0.0002878198,0.9872074],"genre_scores_gemma":[0.9731024,0.000003605697,0.0001063771,0.0003203481,0.0003127837,0.00003279564,0.0001208907,0.00001246851,0.02598833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9622962,"threshold_uncertainty_score":0.9984008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04026596266006625,"score_gpt":0.2212325887964527,"score_spread":0.1809666261363864,"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."}}