{"id":"W4391384045","doi":"10.3390/humans4010004","title":"System Intertwining and Immigration Action Plans: The Case of a Provincial Funding Program in Quebec (Canada)","year":2024,"lang":"en","type":"article","venue":"Humans","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs; Université du Québec à Chicoutimi","keywords":"Immigration; Action (physics); Political science; Public administration; Economic growth; Economics; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002383171,0.0003049725,0.0002708192,0.0008210869,0.0333612,0.00640821,0.002902229,0.003925513,0.006343218],"category_scores_gemma":[0.004206458,0.0002929226,0.000393923,0.001987044,0.007959736,0.001231842,0.003784721,0.002769202,0.0003170351],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.141281,"about_ca_system_score_gemma":0.1573005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948085,"about_ca_topic_score_gemma":0.9979504,"domain_scores_codex":[0.9964484,0.0009629291,0.00005106745,0.0001847354,0.0003477372,0.002005096],"domain_scores_gemma":[0.9976819,0.0004526023,0.0001387288,0.00009677851,0.0006646414,0.0009654437],"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":[0.0002144282,0.0003818757,0.0702019,0.0003041833,0.0001045005,0.01542366,0.3335581,0.01070764,0.001870043,0.4139972,0.06763159,0.08560477],"study_design_scores_gemma":[0.000126999,0.0001451655,0.08831567,0.0004035203,0.0001099137,0.0008981805,0.5032601,0.007434087,0.0005856897,0.01614959,0.3824421,0.0001290449],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976419,0.001162295,0.002859887,0.04059092,0.000175574,0.0004300048,0.0003250781,0.00006201019,0.1567523],"genre_scores_gemma":[0.9588827,0.0003097047,0.001429065,0.001737703,0.00001499625,0.00006837914,0.00008779979,0.00001375955,0.03745594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141281,"threshold_uncertainty_score":0.9959923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053555180524604,"score_gpt":0.3199255724504448,"score_spread":0.2893900206451988,"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."}}