{"id":"W3144540564","doi":"10.5749/movingimage.18.2.0132","title":"Secrets of the Night: The Discovery and Preservation of a “Lost” Silent Film","year":2018,"lang":"en","type":"article","venue":"The Moving Image The Journal of the Association of Moving Image Archivists","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Library science; Microform; Commons; Media studies; Curriculum; History; Visual arts; Sociology; Political science; Art; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006740771,0.000169221,0.0003453016,0.00006936669,0.0008378158,0.0001851783,0.001823076,0.00005491317,0.00001572449],"category_scores_gemma":[0.009020207,0.00007207791,0.0003115128,0.0003948399,0.001590982,0.0009404418,0.0004912374,0.0004345213,0.000002568688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605097,"about_ca_system_score_gemma":0.0003332764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000586032,"about_ca_topic_score_gemma":0.0004401925,"domain_scores_codex":[0.9953234,0.002020991,0.00078767,0.0001226905,0.001416185,0.0003291241],"domain_scores_gemma":[0.9921588,0.003668738,0.002949198,0.0006119243,0.0005541506,0.00005723886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009970115,0.0007133916,0.1674872,0.0003776358,0.001361987,0.000005915319,0.547186,0.0005217667,0.2326476,0.005667423,0.02899084,0.01404328],"study_design_scores_gemma":[0.0007655038,0.0002185221,0.9538807,0.0006118791,0.000355221,0.00002628695,0.007536599,0.001166317,0.01748611,0.01676596,0.000994549,0.0001923992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769894,0.0001773896,0.0004530314,0.0141806,0.0005762653,0.0004103938,0.00003446747,0.000007496323,0.00717091],"genre_scores_gemma":[0.996174,0.0001446934,0.0001815749,0.0002345843,0.0004106359,0.000002197411,5.627354e-7,0.00001829909,0.002833491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7863935,"threshold_uncertainty_score":0.9993272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008263614421897,"score_gpt":0.2564386161914734,"score_spread":0.2463559800472544,"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."}}