{"id":"W3216831451","doi":"10.1111/1751-7915.13976","title":"The darkest microbiome—a post‐human biosphere","year":2021,"lang":"en","type":"article","venue":"Microbial Biotechnology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; Queen's University; Queen's University Belfast","keywords":"Biosphere; Scope (computer science); Transformative learning; Environmental ethics; Engineering ethics; Humanity; Political science; Creativity; Biotechnology; Biology; Ecology; Sociology; Computer science; Engineering; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001877515,0.0003668411,0.0004516704,0.0005762749,0.002960325,0.005372448,0.0005001821,0.002170424,0.006085772],"category_scores_gemma":[0.002664561,0.0002522396,0.0002860855,0.0004025205,0.004919081,0.006268126,0.005385089,0.003238644,0.00165623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148349,"about_ca_system_score_gemma":0.002526673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770439,"about_ca_topic_score_gemma":0.002656318,"domain_scores_codex":[0.9990532,0.0003305585,0.00002897218,0.0001575115,0.0002247059,0.0002050233],"domain_scores_gemma":[0.998594,0.0002169913,0.0001257886,0.0001630033,0.0002216185,0.0006784656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006239926,0.0001699774,0.02936673,0.001406616,0.0001682333,0.002925444,0.02017263,0.0004590493,0.09759852,0.2407305,0.2057128,0.4006656],"study_design_scores_gemma":[0.00001554043,0.0001433392,0.01115684,0.0005354592,0.00001977524,0.001531047,0.006345206,0.0001500129,0.002771741,0.05003944,0.9272347,0.0000568417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2913083,0.2063307,0.03280598,0.3076173,0.01924483,0.000161951,0.002318897,0.001272812,0.1389393],"genre_scores_gemma":[0.8137534,0.06840685,0.02093778,0.05384896,0.00340769,0.0001254713,0.0009560822,0.0003807205,0.03818303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006085772,"threshold_uncertainty_score":0.02035898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0044815076144404,"score_gpt":0.2040158428527023,"score_spread":0.1995343352382619,"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."}}