{"id":"W4323924569","doi":"10.25071/2561-5467.992","title":"Ben Warlow and Steve Bush, Pendant Numbers of the Royal Navy, A Record of the Allocation of Pendant Numbers to Royal Navy Warships and Auxiliaries by Jan Drent","year":2023,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Navy; Operations research; Classics; Art; History; Engineering; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00284859,0.0006470735,0.0006532404,0.003116526,0.001221218,0.002351162,0.0007687554,0.001144387,0.01043114],"category_scores_gemma":[0.01553037,0.0006245896,0.0002777702,0.004273072,0.001589114,0.004544295,0.00086134,0.003614515,0.005750961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655712,"about_ca_system_score_gemma":0.00224077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02722797,"about_ca_topic_score_gemma":0.07513711,"domain_scores_codex":[0.9982898,0.000707683,0.0001347658,0.0001985423,0.000594125,0.00007524269],"domain_scores_gemma":[0.99146,0.00530916,0.0004590011,0.0002289722,0.00197822,0.0005647215],"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":[0.00001971223,0.000008598015,0.0008298745,0.0002287744,0.00001182961,0.00001919487,0.0003549695,0.0001477339,0.00004973233,0.01659973,0.9293113,0.05241852],"study_design_scores_gemma":[0.000002619122,0.000007680474,0.001754605,0.0005071021,0.000005413709,0.0000417016,0.0005317912,0.0001144362,0.00008172091,0.005912904,0.9910259,0.00001416111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001273287,0.5995034,0.007467025,0.3277126,0.03212315,0.00003817844,0.00110023,0.0001537057,0.03062851],"genre_scores_gemma":[0.02046607,0.7719893,0.006017767,0.04088921,0.02003857,0.00009595372,0.0008005483,0.000434464,0.1392681],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02722797,"threshold_uncertainty_score":0.05413896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290307444650947,"score_gpt":0.2566124452113397,"score_spread":0.2337093707648302,"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."}}