{"id":"W2586421163","doi":"","title":"Conversion to Negative Engraving for Nautical Chart Production by the Canadian Hydrographic Service","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nautical chart; Hydrography; Engraving; Chart; Service (business); Production (economics); Oceanography; Cartography; Marine engineering; Geography; Engineering; Business; Geology; Mathematics; Statistics; Economics; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.002217209,0.000149505,0.0001616744,0.000167306,0.0003948567,0.0001535421,0.0009677549,0.00004524952,0.0002694773],"category_scores_gemma":[0.0004106392,0.00008380999,0.0001015435,0.0008798228,0.0001536831,0.0001536662,0.00003608948,0.0002456948,0.0002400749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003999296,"about_ca_system_score_gemma":0.000193353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08347683,"about_ca_topic_score_gemma":0.223999,"domain_scores_codex":[0.9981117,0.0001674677,0.0002597615,0.0003031819,0.0007845871,0.0003732676],"domain_scores_gemma":[0.9985551,0.0002607257,0.00007103487,0.0002975125,0.0004632608,0.000352412],"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":[0.00058792,0.0002569067,0.05906489,0.002170306,0.001597159,0.00003457116,0.004911509,0.01246433,0.0004797437,0.00157268,0.7029613,0.2138986],"study_design_scores_gemma":[0.0004402378,0.0002837358,0.003413614,0.0009050657,0.0001466007,0.0001076016,0.0002533999,0.07703993,0.0002832105,0.006109571,0.9106137,0.000403358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1367133,0.03320296,0.002266243,0.7999989,0.004095054,0.01066409,0.0007220692,0.0001931493,0.01214425],"genre_scores_gemma":[0.9855654,0.002703122,0.0004374636,0.01034674,0.0002537623,0.00006566075,0.0002742609,0.000008804525,0.0003448225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.848852,"threshold_uncertainty_score":0.9226264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06236472769895688,"score_gpt":0.299392043555779,"score_spread":0.2370273158568221,"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."}}