{"id":"W4381800487","doi":"10.3390/microorganisms11071629","title":"The Mystery of Piezophiles: Understudied Microorganisms from the Deep, Dark Subsurface","year":2023,"lang":"en","type":"review","venue":"Microorganisms","topic":"Tardigrade Biology and Ecology","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Extremophile; Microorganism; Biological dispersal; Astrobiology; Ecology; Deep sea; Biology; Environmental science; Paleontology; Bacteria","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007085491,0.0005882349,0.001494598,0.00001476002,0.001063363,0.00009522581,0.001975635,0.0007950192,0.0002418733],"category_scores_gemma":[0.0001635021,0.000157872,0.000649713,0.0006972034,0.0006758297,0.0000379837,0.0006165216,0.0006253293,0.001085258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009111771,"about_ca_system_score_gemma":0.00007582591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003574596,"about_ca_topic_score_gemma":0.004863296,"domain_scores_codex":[0.9967833,0.0006811598,0.0009334993,0.0007154457,0.0001926297,0.0006939819],"domain_scores_gemma":[0.9942119,0.004570927,0.0006868026,0.0003743701,0.00006962876,0.00008635034],"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":[0.00006342391,0.0002292415,0.0004980594,0.001170963,0.003052736,0.00005929492,0.001068055,5.521612e-7,0.03703998,0.0008121032,0.04819635,0.9078093],"study_design_scores_gemma":[0.00009961967,0.0001293044,0.001457782,0.0005848521,0.0005030546,0.0000274165,0.001074542,1.098124e-7,0.0002349123,0.001099734,0.9943743,0.0004143763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005793271,0.9899782,0.00000255954,0.001320544,0.00123102,0.000885905,0.0005673523,0.0001322389,0.00008894044],"genre_scores_gemma":[0.001746245,0.9961486,0.00002724868,0.0002521278,0.0005791782,0.00005050854,0.0005175482,0.00001386603,0.0006646072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.946178,"threshold_uncertainty_score":0.9996925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06384277645317056,"score_gpt":0.2588200760590085,"score_spread":0.194977299605838,"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."}}