{"id":"W2114152819","doi":"10.1109/igarss.2000.859676","title":"Statistical characterization of the diffuse attenuation coefficient over tropical corals","year":2002,"lang":"en","type":"article","venue":"","topic":"Remote-Sensing Image Classification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Water column; SeaWiFS; Remote sensing; Radiance; Irradiance; Coral; Attenuation; Coral reef; Reef; Environmental science; Geology; Downwelling; Attenuation coefficient; Oceanography; Upwelling; Ecology; Optics; Phytoplankton","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005892208,0.000165384,0.0001269309,0.00106968,0.0001043333,0.0002685535,0.0001471444,0.0001297149,0.0004750329],"category_scores_gemma":[0.002747196,0.00009174045,0.0001604194,0.0007147933,0.0002596856,0.0002338752,0.0001620837,0.0001916519,0.0001209053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948962,"about_ca_system_score_gemma":0.0002006293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00783942,"about_ca_topic_score_gemma":0.006174598,"domain_scores_codex":[0.9998528,0.00002575525,0.00001131173,0.00003724997,0.00004086278,0.00003201602],"domain_scores_gemma":[0.998206,0.0008236683,0.0003683852,0.0001389674,0.0003535113,0.000109389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002567572,0.00004352815,0.8348512,0.0000805267,0.0001178423,0.000175095,0.0002530033,0.03991671,0.04975542,0.0007670901,0.0005512592,0.0732316],"study_design_scores_gemma":[0.000003619957,0.0000414724,0.9415302,0.00000435215,0.00002158667,0.0002072128,0.0001184602,0.05390131,0.003554392,0.0002137333,0.0003884004,0.00001521462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916582,0.0000635071,0.007418465,0.00002520961,0.000001625957,0.00000421021,0.000325247,0.00004548683,0.0004580609],"genre_scores_gemma":[0.9984251,0.00004473728,0.0009014901,0.000003858093,0.00000436558,0.000003592022,0.0004989672,0.000006278671,0.0001116861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00783942,"threshold_uncertainty_score":0.01558757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978399790164029,"score_gpt":0.216881151795499,"score_spread":0.1970971538938587,"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."}}