{"id":"W2890615449","doi":"10.1111/caje.12382","title":"Exporting firms and the demand for skilled tasks","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Business; Blue collar; Labour economics; Census; Labor demand; Industrial organization; Economics; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003167321,0.0001571684,0.0001967568,0.0008915939,0.0003271636,0.001524408,0.0002581895,0.000383781,0.01663741],"category_scores_gemma":[0.003233208,0.0001302761,0.0001482486,0.001048805,0.0003196878,0.0005762755,0.0005482258,0.0005967589,0.001035977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006494156,"about_ca_system_score_gemma":0.0003906169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01957249,"about_ca_topic_score_gemma":0.01802625,"domain_scores_codex":[0.9998086,0.00002816627,0.00001743139,0.00003574145,0.00003996635,0.00007022452],"domain_scores_gemma":[0.9925361,0.002519919,0.003095638,0.0002543367,0.0005645777,0.001029427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000801019,0.0001045301,0.9904255,0.00003817487,0.00002956265,0.0003216788,0.0003936479,0.0005724953,0.0004713174,0.00117162,0.0009420052,0.005449316],"study_design_scores_gemma":[0.00000961666,0.0000245596,0.9952733,0.0000271229,0.000007495335,0.00008688438,0.001089174,0.0005078217,0.0001003475,0.0005799486,0.002287606,0.000006203679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915085,0.0002119707,0.0001234224,0.0003839955,0.000003529515,0.00000542914,0.001117693,0.000007190865,0.006638335],"genre_scores_gemma":[0.9964432,0.0001323389,0.00004731856,0.00003239463,0.000007926895,0.000003707064,0.0009438422,0.000003325565,0.002385883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01957249,"threshold_uncertainty_score":0.05565768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501839968167858,"score_gpt":0.1737217832358115,"score_spread":0.02353778641902576,"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."}}