{"id":"W4413610254","doi":"10.64628/aam.gta5qpdu6","title":"Why immigrant Mom & Pop Shops are really social ventures","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Immigration; Business; Political 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":[0.001270073,0.0001397258,0.0002009436,0.0006653617,0.005212727,0.006199617,0.0005953274,0.002169961,0.02525979],"category_scores_gemma":[0.006290003,0.0002516897,0.0002064526,0.0008510834,0.0041456,0.003962539,0.002056186,0.002305667,0.002766338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000970587,"about_ca_system_score_gemma":0.001702274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128144,"about_ca_topic_score_gemma":0.02211236,"domain_scores_codex":[0.9987613,0.0004170114,0.00002101005,0.0001046883,0.000175042,0.0005210923],"domain_scores_gemma":[0.9949778,0.0009457151,0.000727498,0.0003005681,0.0006151351,0.002433384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002913027,0.0008599771,0.3359722,0.0002829528,0.00008867656,0.003017599,0.2016846,0.0001149729,0.001464793,0.1875117,0.1700149,0.0986964],"study_design_scores_gemma":[0.0000450383,0.00008144035,0.1491291,0.0004535076,0.00004423138,0.001192293,0.6252974,0.0003227923,0.0004000073,0.03602072,0.1869525,0.00006087734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7987373,0.0007901679,0.0004334568,0.04833776,0.0006714682,0.00002708963,0.0002336068,0.00004376393,0.1507253],"genre_scores_gemma":[0.9800356,0.0003816984,0.0001916649,0.00422601,0.0001555602,0.00001777641,0.0000707064,0.00003715562,0.01488369],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02525979,"threshold_uncertainty_score":0.0845024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04634822881514343,"score_gpt":0.3251433816705011,"score_spread":0.2787951528553576,"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."}}