{"id":"W4249393419","doi":"10.1093/obo/9780199791279-0058","title":"Submarine Warfare","year":2012,"lang":"en","type":"dataset","venue":"","topic":"Maritime Security and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Submarine; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000450991,0.0001086166,0.0001639128,0.00007478169,0.00043371,0.00003888734,0.0003902994,0.000376305,0.1543315],"category_scores_gemma":[0.00009948358,0.0001105715,0.00007202857,0.00008560676,0.0002432993,0.00009160944,0.00009120881,0.0002976116,0.004983811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219615,"about_ca_system_score_gemma":0.0002138305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.086902,"about_ca_topic_score_gemma":0.2042737,"domain_scores_codex":[0.9989558,0.0001128236,0.0001144714,0.0001500549,0.0003410311,0.0003257761],"domain_scores_gemma":[0.9994091,0.00005082216,0.00005510391,0.0002657213,0.00004295342,0.0001763123],"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":[0.000001375807,0.00004141781,0.000004050972,0.0000311254,0.000006814954,0.000003173654,0.000349623,2.50996e-9,1.451144e-8,0.004980527,0.9935799,0.001001939],"study_design_scores_gemma":[0.00003391439,0.000005073752,0.000007772341,0.000006610035,0.00002444212,2.783428e-7,0.0001537132,2.043416e-8,8.280671e-8,0.0001384142,0.9994708,0.0001589005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[1.907356e-7,0.0004309109,3.592412e-7,0.0002993598,0.0007859418,0.00007910949,0.720448,0.00004319541,0.277913],"genre_scores_gemma":[0.000006403574,0.0007008967,0.00002028558,0.0004545721,0.001423828,0.000007405004,0.9444674,0.000004966729,0.05291428],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2249987,"threshold_uncertainty_score":0.9957909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289980663453397,"score_gpt":0.2985512404450141,"score_spread":0.2695531740996744,"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."}}