{"id":"W7095698147","doi":"","title":"Summary","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Mackerel; Stock assessment; Fishing; Fisheries management","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":[0.00002951754,0.00003520074,0.00002521281,0.000005424133,0.00002781916,0.00000354958,0.00005965852,0.0000286285,0.00001707565],"category_scores_gemma":[0.000005704107,0.00003161519,0.00001753346,0.00002070758,0.00001519254,4.16074e-7,0.00002349175,0.00001882683,0.00001251862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001668197,"about_ca_system_score_gemma":0.000004736748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001719084,"about_ca_topic_score_gemma":0.000003457623,"domain_scores_codex":[0.999761,0.00000479048,0.00003885443,0.0001012481,0.00001666879,0.00007741244],"domain_scores_gemma":[0.9998033,0.00000140974,0.000009576886,0.0001543287,0.00001163575,0.00001972108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002014953,0.000006731587,0.0001080455,5.854434e-7,0.000001269442,9.377777e-9,3.761182e-7,0.000002943588,0.9683123,0.006982667,0.01883708,0.005746005],"study_design_scores_gemma":[0.00002527895,0.00003453018,0.00004249949,3.415455e-7,5.287911e-7,8.687147e-7,7.121402e-7,0.00001342943,0.4958615,0.000694072,0.5032958,0.00003046819],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04658039,0.00009872145,0.8774293,0.0002269402,0.00001327232,0.00007129039,0.000001402639,0.0000465989,0.07553211],"genre_scores_gemma":[0.9476473,0.000097121,0.03929832,0.001220756,0.0001275278,0.00002832659,0.00005731989,0.0000112834,0.01151208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9010669,"threshold_uncertainty_score":0.128923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004111800636975874,"score_gpt":0.2932495690597406,"score_spread":0.2891377684227648,"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."}}