{"id":"W4241747781","doi":"10.21236/ada569635","title":"CNA's Integrated Ship Database, Fourth Quarter 2011 Update","year":2012,"lang":"en","type":"report","venue":"","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Database; Quarter (Canadian coin); Computer science; Geography; Archaeology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001108996,0.0005111822,0.0004785194,0.00009337192,0.000175991,0.00004800521,0.0006415339,0.0003989201,0.4853578],"category_scores_gemma":[0.00002819945,0.0003659683,0.0001993153,0.0002375038,0.0002070663,0.0003192961,0.0002121522,0.0006786193,0.01672049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853765,"about_ca_system_score_gemma":0.0001923944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009938632,"about_ca_topic_score_gemma":0.001001746,"domain_scores_codex":[0.9965699,0.00005569043,0.0006122348,0.0007588425,0.001195165,0.0008081744],"domain_scores_gemma":[0.9982013,0.00003372012,0.000203288,0.001035817,0.00003740654,0.0004885084],"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":[0.00001091884,0.000239392,0.02676938,0.00005321251,0.00002446871,0.00004130619,0.00003700892,0.0000091061,0.0001499437,0.00004074859,0.9594415,0.01318294],"study_design_scores_gemma":[0.0001252925,0.00003042246,0.01644556,0.00006298088,0.00009164587,0.00004720026,0.00003144705,0.0001224322,0.00005778626,0.00002688636,0.9823806,0.0005777988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002062029,0.0003572652,0.003596286,0.0003052586,0.001105056,0.0003992637,0.0003435664,0.0002049483,0.9916263],"genre_scores_gemma":[0.2375472,0.003608971,0.01720954,0.0009857262,0.00105567,0.0001422307,0.009696103,0.0002860557,0.7294685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4686373,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544656765940904,"score_gpt":0.2561979867600085,"score_spread":0.2207514191005994,"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."}}