{"id":"W2103653912","doi":"10.1109/oceans.1991.627962","title":"An Expendable Spectral Radiometer Drifter System (esr)","year":2005,"lang":"en","type":"article","venue":"","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Office of Naval Research; Goddard Space Flight Center; San Diego State University","keywords":"Drifter; Radiometer; Remote sensing; Environmental science; Radiometry; Geology; Physics","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":[],"category_scores_codex":[0.0001400382,0.00008549379,0.00009604829,0.00006447294,0.0001023361,0.0002968408,0.0001804067,0.00001290392,0.006681252],"category_scores_gemma":[7.953397e-7,0.00006139747,0.0000641115,0.0001133049,0.0000450298,0.0006055684,0.00002405827,0.00005500472,0.0006091411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002309938,"about_ca_system_score_gemma":0.00003615986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002103438,"about_ca_topic_score_gemma":0.00001214992,"domain_scores_codex":[0.999109,0.00002649448,0.000117359,0.0002147792,0.0002012192,0.0003311099],"domain_scores_gemma":[0.9994875,0.00001137273,0.00001882446,0.0002908046,0.00002185746,0.0001696359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001239015,0.0007609962,0.09234109,0.00003966255,0.0001634894,0.00001327831,0.002087902,0.0003374153,0.03437763,0.5414348,0.2637111,0.06460875],"study_design_scores_gemma":[0.002757051,0.0003688638,0.01017525,0.00004649842,0.00003120161,0.00001123099,0.0233212,0.02158708,0.5738486,0.003123725,0.3635252,0.001204158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6979933,0.0000202964,0.009766627,0.0001268484,0.0001588364,0.0001141047,0.00002036305,0.0000602367,0.2917394],"genre_scores_gemma":[0.9803718,1.32884e-7,0.00207476,0.00002683832,0.0006686491,0.00001645755,0.00002443407,0.000007730717,0.01680925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.539471,"threshold_uncertainty_score":0.9942268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010009256793402,"score_gpt":0.2745139976515404,"score_spread":0.2644139050836064,"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."}}