{"id":"W7162110834","doi":"10.82308/22481","title":"The current status of hybrid learning platforms for allophones within the province of Québec: A critical analysis of policies aimed at generating economic stability for recent immigrants in Québec","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Government (linguistics); Economic shortage; Work (physics); Set (abstract data type); Public policy","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":[0.001699555,0.0002311765,0.0002252584,0.001937452,0.009214828,0.006237008,0.001970272,0.0008193241,0.008371241],"category_scores_gemma":[0.004858812,0.0001858283,0.0002633347,0.003225259,0.002482554,0.001768724,0.001505558,0.001025338,0.0004560924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09136999,"about_ca_system_score_gemma":0.1071207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962755,"about_ca_topic_score_gemma":0.998264,"domain_scores_codex":[0.9980276,0.0002266422,0.00004139082,0.000124723,0.0006045565,0.0009750518],"domain_scores_gemma":[0.9930726,0.0007462618,0.0004620275,0.0001664927,0.003818535,0.001734058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004454053,0.0003719748,0.5572022,0.0007078613,0.0001097708,0.001482564,0.05827511,0.003593798,0.002606784,0.05506905,0.05402898,0.2661065],"study_design_scores_gemma":[0.0000260371,0.0001143708,0.7422318,0.0005980908,0.00006092897,0.000149892,0.1323155,0.00261305,0.0005466731,0.0008722962,0.1203933,0.00007802876],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840756,0.003183336,0.0005423004,0.01909034,0.00008133044,0.0001151897,0.001650239,0.00006561175,0.09119594],"genre_scores_gemma":[0.985023,0.001192582,0.0002805307,0.0006356405,0.0000132331,0.00003086975,0.0003024588,0.00001271365,0.01250884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09136999,"threshold_uncertainty_score":0.6629387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920056493997276,"score_gpt":0.3972703398388903,"score_spread":0.3580697748989176,"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."}}