{"id":"W2008780942","doi":"10.1111/gbi.12050","title":"Isotopic biosignatures in carbonate‐rich, cyanobacteria‐dominated microbial mats of the <scp>C</scp>ariboo <scp>P</scp>lateau, <scp>B.C.</scp>","year":2013,"lang":"en","type":"article","venue":"Geobiology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Space Agency","keywords":"Heterotroph; Microbial mat; Carbonate; Autotroph; Environmental chemistry; Organic matter; Carbon dioxide; Phototroph; Cyanobacteria; Anoxic waters; Chemistry; Photosynthesis; Dissolved organic carbon; Geology; Bacteria; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004900556,0.00052963,0.000834522,0.0003102637,0.0001863476,0.0001033563,0.001102763,0.000728756,0.0004177633],"category_scores_gemma":[0.0006524742,0.0003762809,0.0002249611,0.0006959676,0.0003701668,0.0002749711,0.0002656493,0.0006624142,0.0006218809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002099409,"about_ca_system_score_gemma":0.0001625711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02603194,"about_ca_topic_score_gemma":0.01619633,"domain_scores_codex":[0.99629,0.0005731415,0.0008972535,0.0007641984,0.0002313863,0.001243993],"domain_scores_gemma":[0.9971685,0.001311193,0.0004876206,0.0006663541,0.0001569831,0.0002093535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001303694,0.0002160068,0.8193271,0.0002974333,0.000277028,0.00007478906,0.00290719,0.0004445122,0.1223624,0.0002629121,0.04802487,0.005792694],"study_design_scores_gemma":[0.001412432,0.0004429826,0.8443457,0.00009586177,0.00005825947,0.0001569727,0.001778363,0.001210443,0.01802818,0.001456458,0.130894,0.0001203574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708556,0.0009138822,0.000004020017,0.0001154464,0.00233672,0.0009358771,0.0002998073,0.00007979431,0.02445888],"genre_scores_gemma":[0.9906726,0.0001347461,0.00005905057,0.0005955502,0.0002965207,0.00002612881,0.0004527069,0.00002058415,0.007742118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1043342,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005453386897593443,"score_gpt":0.1747004445972205,"score_spread":0.169247057699627,"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."}}