{"id":"W6886062598","doi":"10.14288/1.0367489","title":"[Canadian Immigration Registration Certificate for Ling Youm]","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Certificate; George (robot); Service (business); Immigration 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001716226,0.0006081925,0.0005496183,0.002472456,0.01450652,0.004576585,0.002084488,0.002301513,0.361413],"category_scores_gemma":[0.007906812,0.0004988318,0.0004909643,0.003687916,0.0009620622,0.001670756,0.002096389,0.003226374,0.1496999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0228765,"about_ca_system_score_gemma":0.08788202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9646872,"about_ca_topic_score_gemma":0.982168,"domain_scores_codex":[0.9975089,0.0001156033,0.00008077401,0.0001952033,0.001383201,0.0007163211],"domain_scores_gemma":[0.9924154,0.0002073043,0.0001382234,0.0003162066,0.005979576,0.0009432104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008584176,0.000007180862,0.0002617212,0.00002582766,7.67205e-7,0.00006298038,0.0002585909,0.00001119801,0.00006648153,0.004920932,0.9842339,0.0101418],"study_design_scores_gemma":[0.000004468602,0.000003380694,0.001702162,0.0000415081,0.000001376491,0.00004117566,0.0003864435,0.0000311605,0.00004399665,0.0001975209,0.9975338,0.00001301535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002175377,0.0007702899,0.0005548896,0.0108787,0.001908782,0.0005305102,0.01523242,0.0006996854,0.9672493],"genre_scores_gemma":[0.008545167,0.0007162675,0.001029021,0.003952982,0.0001151776,0.0001774333,0.006443019,0.0002629739,0.978758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.361413,"threshold_uncertainty_score":0.9108669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187997747543557,"score_gpt":0.3567544625522651,"score_spread":0.2379546877979095,"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."}}