{"id":"W7099291136","doi":"","title":"BIOGRAPHIES","year":2008,"lang":"en","type":"article","venue":"","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global Positioning System; Inertial navigation system; Geomatics; Area navigation; Satellite navigation; Control (management); System integration; Wind triangle; Intelligent transportation system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002390696,0.00005520028,0.00005410249,0.000008146477,0.0001592736,0.00000996626,0.000110316,0.00002843905,0.00099498],"category_scores_gemma":[0.000007672266,0.00001454156,0.00005559072,0.000340243,0.0001008071,0.00005692319,0.00002962596,0.00003138991,0.0001255715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003643276,"about_ca_system_score_gemma":0.000001145769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002397392,"about_ca_topic_score_gemma":0.0001580828,"domain_scores_codex":[0.9996091,0.00001311044,0.00005372305,0.0001186752,0.00008436073,0.0001210887],"domain_scores_gemma":[0.99984,0.00005332506,0.00001367669,0.00002124533,0.00002828333,0.00004343367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000008852991,0.00005565515,0.1206429,3.494588e-7,0.000009527749,0.000007935734,0.00002798952,5.765792e-8,0.8468665,0.0006065739,0.009725165,0.02204847],"study_design_scores_gemma":[0.00003461132,0.00008250935,0.8834511,7.732581e-7,0.000001164365,0.00002153239,0.0001186966,0.000002656055,0.02007663,0.0002669838,0.09585215,0.00009121846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673557,0.00006405797,0.000002123877,0.0009567713,0.00005250035,0.00003788742,0.000002792442,0.000121579,0.03140664],"genre_scores_gemma":[0.9980977,0.00006474979,0.0001456169,0.0003645094,0.0001081787,0.000002980967,0.000007722077,1.556361e-7,0.001208346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8267899,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765800911714823,"score_gpt":0.1823222665736768,"score_spread":0.1446642574565286,"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."}}