{"id":"W3187122867","doi":"10.3390/life11080770","title":"Supplementing Closed Ecological Life Support Systems with In-Situ Resources on the Moon","year":2021,"lang":"en","type":"review","venue":"Life","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Life support system; Mars Exploration Program; Astrobiology; Environmental science; Environmental resource management; Computer science; Engineering; Biochemical engineering; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001278113,0.0005389438,0.002830102,0.000227768,0.00009953455,0.0000616937,0.0003213553,0.000599268,0.0007669381],"category_scores_gemma":[0.001281458,0.0002573498,0.0003333771,0.0004873548,0.0001153913,0.00001916765,0.0001567572,0.001076189,0.0002809452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673988,"about_ca_system_score_gemma":0.0006734833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003561912,"about_ca_topic_score_gemma":0.00006071849,"domain_scores_codex":[0.9962795,0.001113779,0.0008358659,0.0007250964,0.0004374754,0.0006082696],"domain_scores_gemma":[0.9965577,0.001806283,0.000492906,0.0008108249,0.00005960834,0.0002727535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001157593,0.004838066,0.02235458,0.1535471,0.01136131,0.02011556,0.003020762,0.00001688307,0.00008760104,0.01640549,0.4827506,0.2843445],"study_design_scores_gemma":[0.0006857067,0.001032072,0.00038978,0.0109456,0.0006207793,0.0001891951,0.0002763472,0.000002463158,0.000004023361,6.281897e-7,0.985574,0.000279385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002730844,0.9828179,0.000002119446,0.001647844,0.0004518153,0.002844174,0.00002499131,0.00009134104,0.009388907],"genre_scores_gemma":[0.008993959,0.9841404,0.00005411714,0.002505804,0.001305915,0.0007287951,0.0004915491,0.0001011102,0.001678353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5028235,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06622041008899436,"score_gpt":0.3384895513248672,"score_spread":0.2722691412358729,"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."}}