{"id":"W2085276585","doi":"10.1080/01490450600724274","title":"Chemical and Ultrastructural Characterization of High Arctic Cryptoendolithic Habitats","year":2006,"lang":"en","type":"article","venue":"Geomicrobiology Journal","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Biomineralization; Microorganism; Habitat; Cyanobacteria; Ecology; Arctic; Extracellular polymeric substance; Extreme environment; Astrobiology; Extremophile; Algae; Microbial ecology; Microbial population biology; Biology; Environmental science; Biofilm; Bacteria; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001833015,0.00007644675,0.0001426539,0.00003590999,0.00008810148,0.00001306812,0.0001165312,0.0000835281,0.001566964],"category_scores_gemma":[0.0000397019,0.00006205797,0.00002966671,0.00005164206,0.0004382292,0.0001047304,0.00008270184,0.0002317019,0.0000548923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006729152,"about_ca_system_score_gemma":0.00001257895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001999627,"about_ca_topic_score_gemma":0.00003340715,"domain_scores_codex":[0.9992276,0.00008053123,0.0002057021,0.0001300833,0.00004582423,0.0003102687],"domain_scores_gemma":[0.9997132,0.00003370429,0.0001095888,0.00006193898,0.00001138316,0.00007014677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002938977,0.00001487044,0.180264,0.000002699482,0.000005908359,0.000004650234,0.00001249155,0.000006463963,0.8188866,0.00005649227,0.0001520344,0.0005644096],"study_design_scores_gemma":[0.000449348,0.00006347821,0.9101545,0.000004032728,0.000005575476,0.001733147,0.000004474849,0.00001040613,0.08446421,0.002746144,0.0002977795,0.00006695789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992487,0.00001754909,0.0001405004,0.0003437442,0.0001072644,0.00005156211,0.00001724016,0.000004679467,0.0000687444],"genre_scores_gemma":[0.9990052,0.00002071047,0.0007037132,0.0000815481,0.00007888622,0.000001083994,0.00004164128,0.000004902747,0.00006229115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7344224,"threshold_uncertainty_score":0.9993457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003519813524733094,"score_gpt":0.1911233899275809,"score_spread":0.1876035764028478,"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."}}