{"id":"W4252905008","doi":"10.1108/ijse-12-2020-0851/v3/review2","title":"Review for \"English and French language ability and the employability of immigrants in Canada\"","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Employability; Linguistics; History; Political science; Sociology; Pedagogy; Archaeology; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02075178,0.001214355,0.003545024,0.01398035,0.00539447,0.008335192,0.005460205,0.005285542,0.02975079],"category_scores_gemma":[0.09116548,0.0007709247,0.001910728,0.01445514,0.003867592,0.002627663,0.002608649,0.002602769,0.007253488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03341467,"about_ca_system_score_gemma":0.2293552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7661603,"about_ca_topic_score_gemma":0.8810288,"domain_scores_codex":[0.9854816,0.001649566,0.00159978,0.0007169642,0.008999854,0.00155218],"domain_scores_gemma":[0.761589,0.0198112,0.006598424,0.002694258,0.199075,0.01023214],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005015352,0.00001460536,0.0003403726,0.00709459,0.00007393543,0.0000392109,0.0000845702,0.00002035492,0.00003675901,0.0005725786,0.943665,0.04800785],"study_design_scores_gemma":[0.00009513387,0.00003102265,0.009242163,0.02388273,0.0003507693,0.00009113953,0.0002569786,0.00003683715,0.00005715475,0.0002655601,0.9656478,0.00004282927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001048249,0.6824986,0.000334342,0.1565544,0.1164647,0.001006923,0.01034572,0.0002285732,0.03151861],"genre_scores_gemma":[0.01373477,0.8036649,0.001697934,0.06010908,0.03494845,0.001144803,0.00883079,0.0002062002,0.07566316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9792482,"threshold_uncertainty_score":0.4704336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106724887264639,"score_gpt":0.2614394162807144,"score_spread":0.240372167408068,"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."}}