{"id":"W3176352250","doi":"10.7202/1078470ar","title":"SUN YUNG SHIN, Granted to a Foreign Citizen","year":2021,"lang":"en","type":"article","venue":"Archivaria","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Advertising; Citizen science; Political science; Business; Physics; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008737347,0.00006521829,0.00007282497,0.00005363523,0.00005950676,0.00009860184,0.0003505981,0.00001251498,0.00002156795],"category_scores_gemma":[0.00008894439,0.00006703464,0.00003449345,0.0002943332,0.000005322258,0.00008535028,0.000194154,0.00007038809,0.00007352087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001377717,"about_ca_system_score_gemma":0.00008905099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001699251,"about_ca_topic_score_gemma":0.000002358949,"domain_scores_codex":[0.9993612,0.00001697338,0.0001003576,0.0002031167,0.0001275268,0.0001908852],"domain_scores_gemma":[0.9994043,0.0001038313,0.00001101405,0.0003205228,0.00004516872,0.0001152325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[6.049603e-7,0.0000144876,0.00017618,0.000004609892,0.000008424894,0.00001755961,0.0004671635,0.002891327,0.002850734,0.9909891,0.0009853778,0.001594386],"study_design_scores_gemma":[0.0002871352,0.00004331199,0.06453984,0.00007280435,0.000007743236,0.00009720853,0.00006498706,0.1729008,0.003153177,0.7484331,0.01002281,0.0003771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00432548,0.00002833185,0.9339765,0.003066292,0.0003309948,0.00004550761,0.000001670885,0.00007356397,0.05815163],"genre_scores_gemma":[0.7335715,0.000002915276,0.2654237,0.00058996,0.00007554842,0.000006969065,0.000005506949,0.000006043431,0.0003178142],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.729246,"threshold_uncertainty_score":0.2733593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409030130063527,"score_gpt":0.2359374545408976,"score_spread":0.2218471532402623,"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."}}