{"id":"W4388835643","doi":"10.58440/ihr-29-2-n07","title":"XXX","year":2023,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrography; Hydrographic survey; Political science; Geography; Library science; Public administration; Cartography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001402478,0.0005917617,0.0004816492,0.001347528,0.001000769,0.004733068,0.0009744002,0.001719854,0.5136324],"category_scores_gemma":[0.004266571,0.0002320264,0.0005395876,0.001529097,0.0007514833,0.001765795,0.001481762,0.001325481,0.3036634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635602,"about_ca_system_score_gemma":0.003290324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006976109,"about_ca_topic_score_gemma":0.008821609,"domain_scores_codex":[0.9990539,0.0001751245,0.00007497703,0.0001533372,0.0004164785,0.0001260909],"domain_scores_gemma":[0.9979861,0.0003363641,0.000166545,0.0001803321,0.000941228,0.000389328],"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":[0.0001222377,0.0000605308,0.001951479,0.00100519,0.00003684413,0.000291857,0.0001309429,0.0001835374,0.001787951,0.01565964,0.7477667,0.2310032],"study_design_scores_gemma":[0.000005661171,0.00001704175,0.0008242711,0.0002906552,0.000004584364,0.0001366562,0.000058006,0.00001928676,0.0001402896,0.0006160076,0.997884,0.000003529087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003390607,0.0867722,0.002693842,0.01706249,0.03659552,0.0002300067,0.003853091,0.0006958949,0.8487063],"genre_scores_gemma":[0.0139458,0.05074088,0.001013611,0.006256487,0.00728089,0.0001145511,0.003389943,0.0002130912,0.9170448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4863676,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345492183612645,"score_gpt":0.2502527887806645,"score_spread":0.2367978669445381,"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."}}