{"id":"W1504414399","doi":"10.21236/ada565776","title":"CNA's Integrated Ship Database, Fourth Quarter 2011 Update","year":2012,"lang":"en","type":"report","venue":"","topic":"Technology and Education Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Database; Quarter (Canadian coin); Computer science; History; 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":[0.001439745,0.0003658407,0.0004690058,0.0004426764,0.0001148201,0.0001505085,0.002001597,0.0006791685,0.001480793],"category_scores_gemma":[0.00007289679,0.0002814501,0.0001211665,0.0003688491,0.00007716636,0.0006850816,0.0003667172,0.000762851,0.00729308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628511,"about_ca_system_score_gemma":0.001380596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008651084,"about_ca_topic_score_gemma":0.0001464108,"domain_scores_codex":[0.9974462,0.0001135195,0.0005897298,0.0007055348,0.0005899513,0.0005551142],"domain_scores_gemma":[0.9965624,0.00006365435,0.000398879,0.002330162,0.0004663166,0.0001786518],"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":[0.000001104455,0.00005946974,0.001914881,0.00004464884,0.00005957508,0.00000817661,0.0001128667,5.577269e-8,0.000009314524,0.01104482,0.9757487,0.01099643],"study_design_scores_gemma":[0.00007602159,0.00001923796,0.001291267,0.00006961572,0.00002172714,0.0002430196,0.00008694673,0.0000702617,0.0001303263,0.0003088963,0.9972911,0.0003915144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003136402,0.003069581,0.7516373,0.005863511,0.02497384,0.0005998807,0.00009757432,0.002414668,0.21103],"genre_scores_gemma":[0.4181898,0.001984547,0.1588534,0.002662447,0.005678689,0.0006585722,0.003176471,0.0002172556,0.4085788],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5927839,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0784539447759925,"score_gpt":0.3034487463950575,"score_spread":0.224994801619065,"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."}}