{"id":"W4404229299","doi":"10.1038/s43017-024-00611-4","title":"Microbial solutions must be deployed against climate catastrophe","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Earth & Environment","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"King Abdullah University of Science and Technology","keywords":"Environmental science; Earth science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065333,0.001253994,0.001358025,0.001476479,0.0003284186,0.00165173,0.0006939986,0.002277682,0.008151413],"category_scores_gemma":[0.001638695,0.0002514604,0.0005295779,0.001641116,0.0008275408,0.002573622,0.001543154,0.002271014,0.002713053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007819612,"about_ca_system_score_gemma":0.002796136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067067,"about_ca_topic_score_gemma":0.003877276,"domain_scores_codex":[0.9996039,0.00007878904,0.00003958763,0.0000522344,0.0001703487,0.00005513686],"domain_scores_gemma":[0.9993348,0.000339801,0.0001091583,0.0000262196,0.0001415663,0.00004855555],"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":[0.00004596334,0.00003193981,0.00008790417,0.02121608,0.0000927791,0.00007705438,0.00005410142,0.000261601,0.001700703,0.01151189,0.05848091,0.906439],"study_design_scores_gemma":[0.00000973988,0.00003424056,0.000183842,0.007098718,0.0000734575,0.0001266607,0.00007950728,0.00003419595,0.0002636132,0.004886889,0.9872015,0.00000765371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000106321,0.9927573,0.0002653798,0.002757694,0.001238813,0.000005264527,0.00002856875,0.00001353554,0.002827199],"genre_scores_gemma":[0.0009287894,0.9955805,0.0003169196,0.001515194,0.000542419,0.00001113946,0.00003456116,0.000004520279,0.0010659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008151413,"threshold_uncertainty_score":0.02726918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036367655930393,"score_gpt":0.3151543223516388,"score_spread":0.2787866664212458,"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."}}