{"id":"W7037758902","doi":"","title":"An Extremely Important Arquesbus","year":2020,"lang":"en","type":"article","venue":"Digital Commons - LIU Promoting Scholarship and Creative Work of LIU Students, Faculty, and Staff (Long Island University)","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engraving; Barrel (horology); Eagle; Front (military); Nova scotia; Middle Ages","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":[0.0001267664,0.0002641194,0.000311542,0.0001531691,0.000211203,0.0003764558,0.0003200021,0.00008654469,0.00001989028],"category_scores_gemma":[0.00003717932,0.0002601359,0.00006274337,0.0004817266,0.0001335702,0.0008356046,0.0002069288,0.0002083112,0.000001955499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003042886,"about_ca_system_score_gemma":0.00001107467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001129356,"about_ca_topic_score_gemma":0.0001201111,"domain_scores_codex":[0.9988032,0.00005481525,0.0002642903,0.0003308794,0.0002873032,0.0002595344],"domain_scores_gemma":[0.9993554,0.00003072392,0.00009871303,0.0001514486,0.00008552085,0.0002781742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403894,0.0002648609,0.9858264,0.0001654564,0.0002801794,0.0001035199,0.00468022,0.00004412048,0.00005252683,0.002014878,0.0002177496,0.006209746],"study_design_scores_gemma":[0.004189604,0.001883838,0.9471219,0.0006289839,0.0003386956,0.00001170322,0.01586538,0.001160144,0.0007013516,0.0003537766,0.02638883,0.001355764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822267,0.0002881385,0.0009401857,0.00007341672,0.00003180102,0.0002765478,0.0001528915,0.0001896451,0.01582064],"genre_scores_gemma":[0.9990076,0.0001527492,0.0001027506,0.00001847261,0.00002083436,0.000001164142,0.0001374605,0.00002368602,0.0005352716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03870443,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352851599837494,"score_gpt":0.2440506995740765,"score_spread":0.2205221835757016,"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."}}