{"id":"W7043298562","doi":"","title":"Scientific proceedings of the Ohio Mechanics' Institute : Preservation Lab Treatment Report","year":2019,"lang":"en","type":"other","venue":"Ohio Digital Resource Commons (University of Cincinnati)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Reading (process); Quarter (Canadian coin); Front (military); Cover story","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004183353,0.0005654244,0.0009291256,0.001133442,0.0003223192,0.0002013293,0.00193494,0.0004498515,0.0002170174],"category_scores_gemma":[0.000290058,0.0005317298,0.0005296461,0.001873605,0.0008194573,0.001074396,0.001173045,0.0003291632,0.0003482967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007113389,"about_ca_system_score_gemma":0.0005713123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005552681,"about_ca_topic_score_gemma":0.002863328,"domain_scores_codex":[0.9966522,0.00004004455,0.0004615477,0.0009166655,0.001468543,0.0004609486],"domain_scores_gemma":[0.9953206,0.00007078514,0.002277228,0.00155575,0.0006061984,0.0001694407],"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":[0.0003360549,0.001400478,0.004151822,0.0007978459,0.001220223,0.0001240267,0.003299223,0.0001196802,0.002172143,0.05829858,0.9243689,0.003711005],"study_design_scores_gemma":[0.001210708,0.0001830373,0.00077845,0.0007931227,0.0002736936,0.000045758,0.0008913787,0.0002566591,0.0003300589,0.0002316022,0.9945551,0.0004504919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05409111,0.000147768,0.00007088202,0.0003006551,0.0002786003,0.001702373,0.001577172,0.0002771325,0.9415543],"genre_scores_gemma":[0.2173062,0.000006829005,0.0001241283,0.0000052515,0.00004101865,0.000001757495,0.0003684063,0.0003423126,0.781804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1632151,"threshold_uncertainty_score":0.9997134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046062000621054,"score_gpt":0.2086796910714012,"score_spread":0.1882190710651907,"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."}}