{"id":"W7014144095","doi":"","title":"Algal Mat","year":2021,"lang":"en","type":"other","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001258926,0.0009068262,0.001596588,0.0008106744,0.000177817,0.0002718365,0.001167912,0.0006464898,0.002170897],"category_scores_gemma":[0.00002330858,0.001141768,0.0008350431,0.0006358455,0.0004049935,0.0003830781,0.0004991532,0.0004234512,0.003464449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008697562,"about_ca_system_score_gemma":0.00183897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005286926,"about_ca_topic_score_gemma":0.0005992372,"domain_scores_codex":[0.9956303,0.0001619048,0.000736354,0.001305504,0.001334049,0.0008319169],"domain_scores_gemma":[0.9956775,0.00006098391,0.001628759,0.001590874,0.0002314517,0.0008103963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001514528,0.0001381239,0.002771108,0.001495078,0.0009523582,0.007158622,0.0005871062,0.000007693702,0.0004618805,0.00006239265,0.9856517,0.0005624408],"study_design_scores_gemma":[0.001169393,0.0001544822,0.0003347779,0.002489544,0.0002801166,0.0008301352,0.005750573,0.000007634296,0.0001998256,0.000004989509,0.9877481,0.00103039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001283292,0.0009905901,0.0001397922,0.00000973178,0.002216705,0.0007280348,0.001910752,0.001195019,0.9915261],"genre_scores_gemma":[0.0327353,0.00001436324,0.0002780431,0.000007154222,0.0003781224,4.567543e-7,0.001171815,0.001104743,0.96431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03145201,"threshold_uncertainty_score":0.9991032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421998311993031,"score_gpt":0.1918776776201693,"score_spread":0.177657694500239,"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."}}