{"id":"W2432760528","doi":"10.1016/s0967-0653(98)81555-x","title":"10.1016/s0967-0653(98)81555-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fogarty International Center","keywords":"Biology; Clade; Phylogenetic tree; Cold seep; Host (biology); Symbiosis; Phylogenetics; Hydrothermal vent; Zoology; Extreme environment; 16S ribosomal RNA; Ecology; Bacteria; Gene; Paleontology; Hydrothermal circulation; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0002961572,0.00009767031,0.0001375323,0.00006070867,0.0001543359,0.00002282437,0.0002749195,0.0001079017,0.9999501],"category_scores_gemma":[0.00004258649,0.00008007527,0.00003700501,0.0001577239,0.00008159439,0.00007464325,0.00001652529,0.0001575053,0.9997964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002686196,"about_ca_system_score_gemma":0.0000320526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003717769,"about_ca_topic_score_gemma":0.00005882846,"domain_scores_codex":[0.9990723,0.00008779918,0.0001184544,0.0002265237,0.0001028269,0.0003921142],"domain_scores_gemma":[0.9994863,0.0001160407,0.000013161,0.0001813468,0.00001926598,0.0001839062],"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":[0.0001469232,0.00001196439,0.0002603041,0.000002485315,0.00001286749,0.0000123407,0.000005712071,0.00008967966,3.219932e-7,2.108086e-7,0.2888614,0.7105957],"study_design_scores_gemma":[0.0001200842,0.0002548383,0.01978033,0.000001817425,0.000004295905,0.00001389829,6.796988e-7,0.0004954704,0.000005520609,0.00001856453,0.9791956,0.0001089186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005966496,0.00006236172,3.900976e-8,0.0004377928,0.000003129938,0.0001217506,0.00001800674,0.00005638052,0.9933341],"genre_scores_gemma":[0.001035386,8.40775e-7,0.00003274285,0.00008632136,0.0001351369,0.000002316571,0.0001069382,0.000002580023,0.9985977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7104868,"threshold_uncertainty_score":0.3265375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009284933372722624,"score_gpt":0.1829866847454147,"score_spread":0.1737017513726921,"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."}}