{"id":"W7100521042","doi":"","title":"Immigrant Volunteers: Their Characteristics, Contributions, and Experience","year":2015,"lang":"en","type":"article","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mainstream; New immigrants; Energy (signal processing)","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":[],"consensus_categories":[],"category_scores_codex":[0.001826917,0.0001975211,0.0002924527,0.001072255,0.00387649,0.002580927,0.0003793229,0.0006164179,0.00227316],"category_scores_gemma":[0.005547328,0.0001327021,0.0001700409,0.000738556,0.001391332,0.0008609766,0.002485345,0.0007814253,0.0004381151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008210205,"about_ca_system_score_gemma":0.002390078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02051571,"about_ca_topic_score_gemma":0.03470015,"domain_scores_codex":[0.9989318,0.0004274794,0.00004385244,0.00006213206,0.0001881526,0.0003466248],"domain_scores_gemma":[0.9969305,0.0005138793,0.0003413348,0.00006171973,0.0004735116,0.00167905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000141814,0.0002252775,0.209381,0.0001333394,0.00001396112,0.003030029,0.7387139,0.00005297182,0.001206923,0.00134913,0.006190261,0.03956144],"study_design_scores_gemma":[0.000004297669,0.0001681244,0.07155538,0.0001100182,0.000006718624,0.001800479,0.902193,0.00006384072,0.0001039347,0.0002112307,0.02375094,0.00003204024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936563,0.0003717014,0.00007506607,0.000784479,0.00005197632,0.00002515485,0.00004659198,0.000006844252,0.004981765],"genre_scores_gemma":[0.9929069,0.0006851053,0.0001485013,0.0003081982,0.00003153936,0.00003424496,0.00008452413,0.000009484376,0.005791535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02051571,"threshold_uncertainty_score":0.04079258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369789307833407,"score_gpt":0.322163518135627,"score_spread":0.2851845873522863,"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."}}