{"id":"W4317207324","doi":"10.14293/s2199-1006.1.sor-.ppc091b.v1","title":"Microbially Terraforming Mars","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mars Exploration Program; Astrobiology; Exploration of Mars; Environmental science; Nitrogen; Mars landing; Biology; Chemistry","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":[0.0002761756,0.0002917784,0.0001630226,0.0002959024,0.001060906,0.002314707,0.0002098689,0.0007855225,0.007934293],"category_scores_gemma":[0.0008011986,0.0001169401,0.000157136,0.000356046,0.0004581628,0.001009629,0.001173935,0.0007454387,0.002079708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650119,"about_ca_system_score_gemma":0.000295978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629562,"about_ca_topic_score_gemma":0.00147413,"domain_scores_codex":[0.9997545,0.0000373645,0.000005107256,0.00005533692,0.000104072,0.00004363905],"domain_scores_gemma":[0.9997867,0.0000151162,0.00004096664,0.00004111035,0.00004884313,0.0000672668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005150546,0.0002437669,0.07424617,0.0005488071,0.0001165685,0.001924736,0.005810528,0.005933255,0.4553211,0.1734549,0.03541978,0.2464653],"study_design_scores_gemma":[0.00004733536,0.0005812394,0.1570119,0.0002002659,0.00004444461,0.003418527,0.008867154,0.009439122,0.08782955,0.08704966,0.6454288,0.00008204848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566818,0.006104605,0.01098063,0.006535396,0.001055106,0.00005800115,0.0009464988,0.0004439071,0.117194],"genre_scores_gemma":[0.9688401,0.002221171,0.004909128,0.0003172432,0.0002756073,0.00001822587,0.0008386618,0.00004602074,0.02253384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007934293,"threshold_uncertainty_score":0.0265429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183529267930383,"score_gpt":0.2338861657926739,"score_spread":0.2155332389996356,"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."}}