{"id":"W2901769386","doi":"","title":"How Temporary Were Canada?s Temporary Foreign Workers?","year":2018,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographic economics; Business; Host (biology); Economics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001829615,0.0002095537,0.0003815586,0.0001202434,0.002606109,0.0003877129,0.000514761,0.0001382841,0.0005994109],"category_scores_gemma":[0.002350403,0.0001686389,0.00009135467,0.001321454,0.003627169,0.0008894466,0.0002631026,0.0004536601,0.00004329069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003564745,"about_ca_system_score_gemma":0.001745655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3097832,"about_ca_topic_score_gemma":0.9756296,"domain_scores_codex":[0.9957564,0.0006589459,0.0002965264,0.0004854662,0.001781435,0.001021223],"domain_scores_gemma":[0.9972154,0.0006600836,0.00005858843,0.0003879803,0.001253054,0.0004249106],"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":[0.0001450063,0.00006330654,0.1303923,0.0000584359,0.0003560929,0.00006912021,0.005407039,8.347321e-7,0.00002790911,0.1571835,0.7034072,0.002889334],"study_design_scores_gemma":[0.0001791184,0.0001518281,0.004740088,0.00004711757,0.00001268239,0.00000110257,0.1479851,0.00004231063,0.00002561861,0.006583659,0.8399885,0.0002429299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3008217,0.005913711,0.00006761494,0.2124667,0.0006646606,0.001049799,0.00006795432,0.0002455864,0.4787023],"genre_scores_gemma":[0.9162187,0.001826479,0.00008002078,0.0009462064,0.001042031,0.00004491756,0.00001142502,0.00002104751,0.07980915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6658464,"threshold_uncertainty_score":0.9990844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09704695727311195,"score_gpt":0.3894864132223192,"score_spread":0.2924394559492073,"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."}}