{"id":"W2129737554","doi":"10.1038/ismej.2007.55","title":"Witnessing the last supper of uncultivated microbial cells with Raman-FISH","year":2007,"lang":"en","type":"review","venue":"The ISME Journal","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Environment Research Council","keywords":"Supper; Biology; Fish <Actinopterygii>; Zoology; Fishery; Archaeology","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":[0.001716227,0.0003209887,0.0008940559,0.00007927429,0.0004459265,0.000084889,0.001231716,0.0001898762,0.002318032],"category_scores_gemma":[0.00002679062,0.0001303878,0.0003762481,0.0005832799,0.0008688594,0.0001157323,0.0002863946,0.001159827,0.000245583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000279487,"about_ca_system_score_gemma":0.0000994677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003968865,"about_ca_topic_score_gemma":0.0002692171,"domain_scores_codex":[0.9976459,0.0005179479,0.0007126083,0.0002214491,0.000455851,0.0004462611],"domain_scores_gemma":[0.9981464,0.0002972966,0.001003704,0.0004567899,0.00002849759,0.00006735271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000548375,0.0002976497,0.0005925065,0.0006056601,0.001277443,0.0001565333,0.001312388,0.002373451,0.001008406,0.00002683181,0.04044328,0.951851],"study_design_scores_gemma":[0.0002120304,0.00006683508,0.0001967928,0.0009931062,0.0009980658,0.001265282,0.0001058173,0.00001137442,0.0002258551,0.00002072329,0.99568,0.0002241198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02002573,0.9552359,0.001672618,0.001486482,0.001820044,0.00213173,0.00004397777,0.00005538962,0.01752811],"genre_scores_gemma":[0.001542533,0.9946942,0.0005751342,0.0004940056,0.0004467197,0.000006907561,0.000007738508,0.00007096567,0.00216174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9552367,"threshold_uncertainty_score":0.998594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331272080480972,"score_gpt":0.281445753943025,"score_spread":0.2581330331382153,"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."}}