{"id":"W2339000719","doi":"","title":"Reconstruction MPE colour matched","year":2015,"lang":"en","type":"article","venue":"Department of Earth Sciences EPrints Repository","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paleoecology; Ecology; Taphonomy; Macrofossil; Biodiversity; Paleontology; Paleobiology; Benthic zone; Biology; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006505935,0.0001151404,0.0001955054,0.0001046764,0.0002244043,0.00004269331,0.0002737458,0.00007720623,0.0001108734],"category_scores_gemma":[0.00003871315,0.00009441363,0.00007148762,0.0002514844,0.0007103758,0.0003153451,0.000004078181,0.00008947304,0.00004650676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001557223,"about_ca_system_score_gemma":0.0001971101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003433301,"about_ca_topic_score_gemma":0.001052758,"domain_scores_codex":[0.9985685,0.0001273616,0.0003130137,0.000318231,0.0004138111,0.0002590961],"domain_scores_gemma":[0.9992957,0.00007078448,0.0001899552,0.0001818667,0.00006817852,0.0001934861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003437903,0.00002333614,0.9786239,0.000005457591,0.00001718194,0.00001536792,0.0001058617,0.0001815594,0.0002144166,0.0001822582,0.00008541349,0.02051083],"study_design_scores_gemma":[0.000224413,0.0003093612,0.9910055,0.00001490543,0.00001109201,0.0001590974,0.0002581508,0.0006194066,0.005918651,0.0009731696,0.0003933356,0.0001129141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7904214,0.0008550339,0.00002960043,0.00005539954,0.0009274592,0.0001294901,0.000007920625,0.00003196,0.2075418],"genre_scores_gemma":[0.9958193,0.00001884217,0.00396288,0.00002175565,0.00005530309,0.00000170279,0.000002994892,5.108831e-7,0.0001166688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074251,"threshold_uncertainty_score":0.3850076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328765815112682,"score_gpt":0.2441439188868691,"score_spread":0.2112673373756009,"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."}}