{"id":"W3158300452","doi":"","title":"Engaging the Next Generation of the Canadian STEAM Workforce Using Space Science — Through a Pandemic","year":2021,"lang":"en","type":"article","venue":"Lunar and Planetary Science Conference","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Workforce; Space (punctuation); Coronavirus disease 2019 (COVID-19); Political science; Public relations; Computer science; Medicine; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004202536,0.00008645152,0.00007871108,0.00007000402,0.0008254392,0.0001585833,0.0004788791,0.0000347173,0.00002176554],"category_scores_gemma":[0.00003848098,0.00005840665,0.00001217387,0.0007519331,0.0009481579,0.0004570931,0.00009888754,0.0001934229,0.000001279651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006629425,"about_ca_system_score_gemma":0.0005961442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004670658,"about_ca_topic_score_gemma":0.03507333,"domain_scores_codex":[0.9991356,0.00002062826,0.0001035123,0.0002045107,0.0002470514,0.0002887437],"domain_scores_gemma":[0.9995326,0.00003200912,0.00002911182,0.0002943288,0.00005940362,0.00005258566],"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":[0.000003492353,0.00001644514,0.1085545,0.00008637737,0.00003889564,0.00002611635,0.008558978,0.08580141,0.6427696,0.1039646,0.0003957816,0.04978378],"study_design_scores_gemma":[0.0001626834,0.0000201146,0.04581149,0.0001127548,0.00003913542,0.00008187768,0.003404206,0.9135919,0.03042965,0.001371966,0.004678483,0.0002958009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900509,0.0007658073,0.002153896,0.0004474976,0.0005742455,0.0001230186,0.000005279417,0.00004126556,0.005838164],"genre_scores_gemma":[0.9986001,0.0001967099,0.001018808,0.0001094243,0.00002014324,0.000001670393,0.00000278454,0.000002801339,0.00004755038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8277904,"threshold_uncertainty_score":0.9825341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120651991789826,"score_gpt":0.262468476239809,"score_spread":0.141816484449983,"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."}}