{"id":"W4386205554","doi":"10.35199/epde.2023.62","title":"DESIGN INTO EXTREMES: EXTENDED LEARNING","year":2023,"lang":"en","type":"article","venue":"","topic":"Space Exploration and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Habitability; Crew; Computer science; Engineering; Aeronautics","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":[0.009891771,0.001185887,0.0005189452,0.001069651,0.001389366,0.007771364,0.003703756,0.002427663,0.03128424],"category_scores_gemma":[0.0222496,0.0006781355,0.001438803,0.0008677858,0.004133289,0.01127478,0.008125109,0.004441657,0.007121975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502492,"about_ca_system_score_gemma":0.0021834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003956819,"about_ca_topic_score_gemma":0.000727376,"domain_scores_codex":[0.9942371,0.003378256,0.0003966801,0.0006771254,0.0009704957,0.0003404139],"domain_scores_gemma":[0.9870927,0.008051902,0.0003942653,0.002504535,0.0009605934,0.0009959892],"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":[0.0001381025,0.0008105457,0.00266271,0.001064508,0.00005181236,0.000533248,0.03152788,0.004458523,0.002889727,0.3283402,0.08040149,0.5471213],"study_design_scores_gemma":[0.00006583795,0.0002570306,0.0006428102,0.0008259753,0.00002238953,0.0005582756,0.003906749,0.004131633,0.00138491,0.3062231,0.6819336,0.0000477556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01785338,0.002011014,0.7769618,0.01092822,0.0008790378,0.000591355,0.0002275469,0.004992469,0.1855551],"genre_scores_gemma":[0.1474158,0.003960911,0.7740701,0.004224643,0.0004138514,0.001636977,0.001124293,0.001845325,0.06530805],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03128424,"threshold_uncertainty_score":0.1046562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112605127685968,"score_gpt":0.2392132061134314,"score_spread":0.2080871548365717,"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."}}