{"id":"W4408851903","doi":"10.52843/cassyni.zjwy55","title":"Micronaut: Sphingomonas desiccabilis for Space Mining and Sustainable Space Development","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Sustainable development; Sphingomonas; Computer science; Business; Geology; Biology; Ecology; Paleontology; Bacteria; Pseudomonas","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004481588,0.001298629,0.0006014368,0.0007173079,0.0003933532,0.0009502473,0.0003920653,0.001069985,0.006044129],"category_scores_gemma":[0.0006664723,0.0001717655,0.0005001127,0.0006969204,0.0002775262,0.0007195738,0.001584325,0.00100297,0.00388166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006195708,"about_ca_system_score_gemma":0.000999217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124047,"about_ca_topic_score_gemma":0.00160608,"domain_scores_codex":[0.9994306,0.00007444879,0.00006142901,0.0001248202,0.0002152052,0.00009350749],"domain_scores_gemma":[0.9997353,0.00003605106,0.00007158972,0.00003086391,0.00008177845,0.00004445386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003268208,0.0001298004,0.002235851,0.0009716484,0.00002859315,0.0004701074,0.00009522463,0.0002072227,0.9419076,0.0007004307,0.003029621,0.04989701],"study_design_scores_gemma":[0.0001128697,0.001269556,0.02158752,0.0002889747,0.0001366896,0.003047817,0.000514876,0.001845645,0.7825837,0.001659501,0.1868811,0.00007176666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.77114,0.06755568,0.03286356,0.01585555,0.003296937,0.001385104,0.02425722,0.005630205,0.07801563],"genre_scores_gemma":[0.9282699,0.01094369,0.02159198,0.001240598,0.0002043662,0.0005852651,0.01215174,0.0002106251,0.02480178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006044129,"threshold_uncertainty_score":0.02021962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640999910957427,"score_gpt":0.2565456802499881,"score_spread":0.2401356811404139,"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."}}