{"id":"W4252091946","doi":"10.32920/ryerson.14638302.v1","title":"The Provision of Services to New Immigrants in Canada: Characteristics of Government-Non-profit Partnerships","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park; York University; Toronto Metropolitan University","funders":"","keywords":"General partnership; Government (linguistics); Revenue; Voluntary sector; Immigration; Business; Public administration; Service (business); Social Welfare; Service provider; Economic growth; Political science; Finance; Economics; Marketing; Law","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":[0.001339883,0.0001843111,0.0003253335,0.002124769,0.01044595,0.005522038,0.001347768,0.0008085762,0.004133163],"category_scores_gemma":[0.008048248,0.0002509221,0.000236819,0.005512883,0.001993868,0.001272174,0.005523361,0.001214497,0.0002838625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04122552,"about_ca_system_score_gemma":0.1001816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9716348,"about_ca_topic_score_gemma":0.9889274,"domain_scores_codex":[0.997067,0.0002918975,0.00008118412,0.000144238,0.0008272208,0.001588408],"domain_scores_gemma":[0.9889875,0.0006844748,0.001352405,0.000182217,0.002522441,0.006271003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002552922,0.000303885,0.8250187,0.0001541599,0.00004423842,0.001416823,0.07510153,0.0003601659,0.0007344543,0.0141345,0.01289047,0.06958578],"study_design_scores_gemma":[0.00002664035,0.00007721117,0.7280515,0.0002429925,0.00002492402,0.0006639141,0.2255435,0.0007987418,0.0002209012,0.0008534374,0.04344576,0.00005047409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967324,0.0009401325,0.0001369069,0.003239225,0.00002953989,0.00009850545,0.0003734452,0.00001869609,0.02783949],"genre_scores_gemma":[0.9949908,0.0006351772,0.0001320772,0.0002479328,0.000005661329,0.00001881936,0.0002162028,0.00001048792,0.003742912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04122552,"threshold_uncertainty_score":0.2991135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835949754132745,"score_gpt":0.2793190726039027,"score_spread":0.2509595750625753,"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."}}