{"id":"W4413435597","doi":"10.33423/jop.v25i2.7785","title":"Digital Mobility and Young Immigrants in Quebec: Toward a Typology of Platform Work","year":2025,"lang":"en","type":"article","venue":"Journal of Organizational Psychology","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université TÉLUQ","funders":"","keywords":"Typology; Immigration; Work (physics); Sociology; Geography; Engineering; Anthropology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008383804,0.0003049553,0.000211392,0.002397007,0.01185504,0.003982866,0.001036751,0.0008345815,0.003786902],"category_scores_gemma":[0.001527913,0.0001433928,0.0002399901,0.004108126,0.00385586,0.001439188,0.002786139,0.0008859315,0.0002108808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03220594,"about_ca_system_score_gemma":0.0273875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847008,"about_ca_topic_score_gemma":0.9934096,"domain_scores_codex":[0.9993709,0.0001193721,0.0000235895,0.00006223048,0.0001289291,0.0002950315],"domain_scores_gemma":[0.9989293,0.0001558563,0.0001787769,0.0000378468,0.0003803036,0.0003178798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007960899,0.0000984264,0.3958302,0.0001347442,0.00001986042,0.001338114,0.5554065,0.0002749318,0.001092095,0.008577031,0.003991797,0.03315659],"study_design_scores_gemma":[0.000004990025,0.00003423831,0.2288612,0.0002534295,0.00001089534,0.0001779961,0.7525512,0.0003386771,0.00009300283,0.0003824369,0.01726512,0.00002675691],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844311,0.0007497173,0.0002080529,0.001270845,0.00002387713,0.00005467741,0.0002577981,0.000005760451,0.01299813],"genre_scores_gemma":[0.9960243,0.000634252,0.0001647715,0.0002422661,0.00000570679,0.000028685,0.0001377207,0.000003950518,0.002758395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03220594,"threshold_uncertainty_score":0.2336715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386144083583901,"score_gpt":0.299348739953989,"score_spread":0.28548729911815,"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."}}