{"id":"W7001576318","doi":"","title":"L’attraction et la rétention des diplômés universitaires immigrants pour le développement en région. Le cas de l’UQAC et de la région du Saguenay–Lac-Saint-Jean","year":2022,"lang":"fr","type":"other","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Nucleofection; Limiting","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":[0.001862052,0.0001735501,0.0003358603,0.001030127,0.002427049,0.002727009,0.0007388255,0.0008378956,0.01307752],"category_scores_gemma":[0.00442784,0.0001744327,0.0004609052,0.001611596,0.001669497,0.001516718,0.002163386,0.001397257,0.0008468432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008233169,"about_ca_system_score_gemma":0.0133154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5074608,"about_ca_topic_score_gemma":0.6182631,"domain_scores_codex":[0.9987298,0.0004009391,0.00004046547,0.0001503291,0.0002131658,0.0004653402],"domain_scores_gemma":[0.9959961,0.001011467,0.0007969613,0.00009789436,0.0009308038,0.001166726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002755761,0.0002385802,0.7823712,0.0003846557,0.0001152962,0.0005171194,0.1336114,0.0006466015,0.0006827923,0.02465553,0.00559389,0.05090721],"study_design_scores_gemma":[0.00001702984,0.0001135061,0.8361862,0.0004011038,0.00005080865,0.0001031385,0.1348381,0.000410951,0.0001556802,0.0008092807,0.02687915,0.00003502857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798003,0.001415047,0.000221097,0.003324378,0.00003804527,0.0000239976,0.0003843326,0.000006153432,0.01478675],"genre_scores_gemma":[0.9912277,0.0006012291,0.0001737788,0.00023286,0.00001627542,0.00003067273,0.000114743,0.00000538893,0.007597284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4925392,"threshold_uncertainty_score":0.9908798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149725757391995,"score_gpt":0.2319311011524655,"score_spread":0.2204338435785456,"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."}}