{"id":"W590575278","doi":"","title":"Results of the Second SeaWiFS Data Analysis Round Robin, March 2000 (DARR-00)","year":2001,"lang":"en","type":"article","venue":"NASA Technical Reports Server (NASA)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atlantic School of Theology","funders":"","keywords":"Radiance; SeaWiFS; Irradiance; Zenith; Solar zenith angle; Lambda; Remote sensing; Environmental science; Nadir; Meteorology; Physics; Atmospheric sciences; Geography; Optics; Satellite; Chemistry","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":[0.0020135,0.0002793273,0.0006006802,0.000183411,0.0002022239,0.0001219872,0.001311365,0.0002498949,0.007357373],"category_scores_gemma":[0.0003905544,0.0001930028,0.000318871,0.00204619,0.0001468157,0.0004576411,0.0004744682,0.000463809,0.00004606293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002454006,"about_ca_system_score_gemma":0.000313483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01471278,"about_ca_topic_score_gemma":0.1239785,"domain_scores_codex":[0.9959522,0.0001812868,0.00131568,0.0009628205,0.001037972,0.0005500006],"domain_scores_gemma":[0.9953626,0.0002396718,0.0006502505,0.003352326,0.0001497242,0.0002454058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002470818,0.0001705969,0.9397267,0.0001002293,0.0004376487,0.0008995275,0.00003835832,0.001206313,0.0002208789,0.00002918796,0.03917513,0.01774835],"study_design_scores_gemma":[0.0002865906,0.0001116074,0.6314955,0.00003260843,0.0001968033,0.000466387,0.00003807113,0.003515847,0.0001002615,0.0004406763,0.3630195,0.0002961556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8597151,0.0006270592,0.00008270829,0.0007796502,0.0005821866,0.0006152718,0.0008496746,0.0001445399,0.1366038],"genre_scores_gemma":[0.9834552,0.00005734837,0.0001749759,0.0002023419,0.0001683551,0.000003221117,0.0009165241,0.000008222886,0.01501379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3238443,"threshold_uncertainty_score":0.9935501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969520048411474,"score_gpt":0.2503913291335285,"score_spread":0.2206961286494138,"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."}}