{"id":"W2947534334","doi":"10.1016/j.actaastro.2019.05.049","title":"HI-SEAS habitat energy requirements and forecasting","year":2019,"lang":"en","type":"article","venue":"Acta Astronautica","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Aeronautics and Space Administration","keywords":"Crew; Schedule; Energy consumption; Duration (music); Resource (disambiguation); Aeronautics; Computer science; Operations research; Environmental resource management; Environmental science; Engineering","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":[0.0002459407,0.0002216339,0.0001499831,0.0009031632,0.000276818,0.0006838493,0.0002423994,0.0002913881,0.004318566],"category_scores_gemma":[0.001367915,0.0001053681,0.0002352228,0.001372054,0.0001220439,0.0006430449,0.0003513466,0.0001938136,0.0007602358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005780358,"about_ca_system_score_gemma":0.0003306615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02791905,"about_ca_topic_score_gemma":0.03797881,"domain_scores_codex":[0.9998614,0.00003103913,0.00001730988,0.00002019913,0.00004034126,0.00002980834],"domain_scores_gemma":[0.999423,0.0001819224,0.000096855,0.00003909021,0.0001969686,0.0000622123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007117342,0.0001263449,0.8499546,0.000109486,0.0001179694,0.000415135,0.0003145022,0.06470263,0.004570165,0.001856555,0.004402967,0.07271787],"study_design_scores_gemma":[0.000005719338,0.00009783524,0.9390814,0.00002872288,0.00003574297,0.0001733324,0.0009787439,0.05176329,0.001056389,0.001077819,0.005682946,0.00001795623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822995,0.0005128531,0.002311631,0.00034312,0.00004523722,0.00001251894,0.003154678,0.00003704563,0.01128342],"genre_scores_gemma":[0.9951747,0.0002051467,0.0006546652,0.00001668037,0.00001720802,0.000006624093,0.001625897,0.00000956626,0.002289513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02791905,"threshold_uncertainty_score":0.05551308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070942371668259,"score_gpt":0.2606423226034418,"score_spread":0.2399328988867592,"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."}}