{"id":"W6964741236","doi":"10.25959/26087278","title":"Monitoring maritime activities in remote waters","year":2024,"lang":"en","type":"dissertation","venue":"University of Tasmania","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Payload (computing); Tonnage; Satellite; Situation awareness; Identification (biology); Port (circuit theory); Orbit (dynamics); Low earth orbit","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":[],"consensus_categories":[],"category_scores_codex":[0.0002457031,0.0005066335,0.0004266298,0.001720306,0.0003901534,0.0007156132,0.0006178961,0.000535623,0.002924757],"category_scores_gemma":[0.0006069492,0.0002023825,0.00027913,0.001772119,0.0001695181,0.000917532,0.0008979154,0.0003748648,0.002246327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838116,"about_ca_system_score_gemma":0.0003240844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00950955,"about_ca_topic_score_gemma":0.02224541,"domain_scores_codex":[0.9994276,0.00006457245,0.00002754027,0.0001398378,0.0002786235,0.00006190714],"domain_scores_gemma":[0.9997031,0.00004094049,0.0000695961,0.00002494921,0.0001169768,0.00004429484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004588468,0.0003517628,0.5027421,0.0006627513,0.0001998079,0.0008899344,0.001851129,0.009859315,0.07868643,0.0008346557,0.01521029,0.3882531],"study_design_scores_gemma":[0.00007469353,0.0005028251,0.843459,0.0002547064,0.0001617665,0.0006583945,0.004012618,0.06434649,0.03022495,0.001189033,0.05503213,0.00008349172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8837599,0.002041845,0.03531285,0.0007255635,0.0002318766,0.0006097258,0.01116338,0.003570358,0.06258462],"genre_scores_gemma":[0.9320566,0.001172224,0.04345696,0.0003521518,0.0001766423,0.0002561189,0.008366976,0.0001418308,0.01402047],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00950955,"threshold_uncertainty_score":0.01890844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005137737876116756,"score_gpt":0.1849958255684963,"score_spread":0.1798580876923796,"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."}}