{"id":"W4406447137","doi":"10.1016/s0967-0653(98)82504-0","title":"10.1016/s0967-0653(98)82504-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Doppler effect; Microwave; Scattering; Optics; Bragg's law; Incidence (geometry); Physics; Diffraction; Astronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001125393,0.0001225202,0.0001397665,0.00005161591,0.0001284122,0.00006692732,0.0001469908,0.00005617394,0.9995161],"category_scores_gemma":[0.00001128047,0.00009837263,0.00005625045,0.0001822143,0.00003839595,0.0000982735,0.000006604823,0.00009761757,0.9994346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002923946,"about_ca_system_score_gemma":0.00001812288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003342965,"about_ca_topic_score_gemma":0.000005764774,"domain_scores_codex":[0.9991221,0.00003410438,0.0001394945,0.0002158049,0.0001735828,0.0003149422],"domain_scores_gemma":[0.9995402,0.00004047975,0.00002054255,0.0001839392,0.00001702711,0.0001978574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000326,0.000005409647,4.038205e-7,0.000002649831,0.000006716607,0.0000125788,0.00001509344,0.001001871,8.458103e-7,6.816387e-8,0.09915697,0.8997648],"study_design_scores_gemma":[0.0001046351,0.00011114,0.0003783606,0.00001340412,0.000008785719,0.00002193346,0.000002282379,0.0085878,0.00001596929,0.00001239789,0.9905801,0.0001632299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003173011,0.000114422,1.6467e-7,0.000238194,0.000004772216,0.00009396036,0.00002361551,0.00007605687,0.9962758],"genre_scores_gemma":[0.0004811383,7.853913e-7,0.0003625967,0.00008040288,0.0002508984,5.294209e-9,0.00004815207,0.00000566198,0.9987704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8996016,"threshold_uncertainty_score":0.401152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005863011787441873,"score_gpt":0.153669124746634,"score_spread":0.1478061129591921,"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."}}