{"id":"W4309348444","doi":"10.1007/978-3-031-14009-9_1","title":"Labour Market Integration as an Interactive Process","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Agency (philosophy); Action (physics); Process (computing); Sociology; Political science; Computer science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003999872,0.0004261717,0.0003957787,0.001873829,0.005444496,0.01307307,0.001265682,0.00152137,0.0103491],"category_scores_gemma":[0.005205309,0.0003388085,0.0003649587,0.002523161,0.01985091,0.01129781,0.01240684,0.002629605,0.0008373354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004231629,"about_ca_system_score_gemma":0.002956107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300092,"about_ca_topic_score_gemma":0.002832331,"domain_scores_codex":[0.9951254,0.003298291,0.00005758815,0.0002798109,0.0008491434,0.000389931],"domain_scores_gemma":[0.9975588,0.001778456,0.0001737392,0.0001306381,0.0001446903,0.0002135945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001579398,0.00003542414,0.0005905071,0.00005815437,0.00000472805,0.0004708816,0.1798994,0.0003398145,0.0002998686,0.8029737,0.001636772,0.01367489],"study_design_scores_gemma":[0.00002559197,0.00004536426,0.002790214,0.0005156895,0.00001550588,0.0003963397,0.2707005,0.002663805,0.0004715481,0.4407007,0.2816416,0.00003322781],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1713003,0.002857036,0.02878641,0.01172119,0.0002450034,0.0001674508,0.00007529352,0.0001962951,0.784651],"genre_scores_gemma":[0.9589202,0.0009025724,0.003975872,0.0003021397,0.00006790947,0.0001226351,0.00003804856,0.00005271599,0.03561789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01307307,"threshold_uncertainty_score":0.03462118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461264099101777,"score_gpt":0.5251375751118861,"score_spread":0.3790111652017084,"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."}}