{"id":"W4413530717","doi":"10.64628/aam.gecrjry5n","title":"Creating a welcoming and supportive environment helps immigrants better integrate","year":2024,"lang":"en","type":"article","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Immigration; Business; Psychology; Political science; Sociology; 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":[0.002030201,0.0005297142,0.0003567681,0.0007541121,0.01098604,0.008177198,0.0007554949,0.002002177,0.01743964],"category_scores_gemma":[0.005059036,0.0002695514,0.0005905761,0.000317894,0.00293133,0.003483189,0.008813296,0.003902461,0.003578417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009803935,"about_ca_system_score_gemma":0.005040677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898381,"about_ca_topic_score_gemma":0.008296529,"domain_scores_codex":[0.9983215,0.0007808785,0.00004011188,0.00007764368,0.0002129072,0.0005669411],"domain_scores_gemma":[0.9950925,0.0004157209,0.0004877953,0.000146474,0.0005171839,0.003340278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002316867,0.003979973,0.09149209,0.0006934159,0.0002212816,0.004863539,0.4042518,0.0004085465,0.01001472,0.02352945,0.1268579,0.3334556],"study_design_scores_gemma":[0.0000656035,0.0006675472,0.04755071,0.0005557774,0.0001197554,0.001281736,0.7134286,0.0001974575,0.001525568,0.01115256,0.2233288,0.0001258916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7968587,0.001369655,0.004663204,0.06127933,0.005060019,0.0001439814,0.00008634529,0.000401776,0.130137],"genre_scores_gemma":[0.9279506,0.001417294,0.007245114,0.01467662,0.0006267361,0.0001296034,0.0001301779,0.0001633488,0.04766058],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01743964,"threshold_uncertainty_score":0.05834138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778377847076857,"score_gpt":0.3034737482469806,"score_spread":0.285689969776212,"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."}}