{"id":"W3016247910","doi":"","title":"Immigration in Quebec: Profile and Players","year":2011,"lang":"en","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Geography; Demographic economics; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001240797,0.0002020879,0.0002242598,0.0007905602,0.0007763146,0.0006933827,0.000306544,0.00009959489,0.003989752],"category_scores_gemma":[0.0002434089,0.0001889857,0.000038892,0.0002062505,0.001000736,0.0003100842,0.00008598598,0.0003036251,0.00002632],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007400444,"about_ca_system_score_gemma":0.007114151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890143,"about_ca_topic_score_gemma":0.999998,"domain_scores_codex":[0.9971816,0.00009016104,0.0002678882,0.000564799,0.001430155,0.0004654045],"domain_scores_gemma":[0.9987301,0.00009177054,0.0001235925,0.0002046622,0.0007059069,0.0001440049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001070799,0.00002837755,0.00002869763,0.00006890712,0.00002315888,0.000004892546,0.0004091048,0.000004503416,0.00001286869,0.3171449,0.6819257,0.0003382316],"study_design_scores_gemma":[0.0002493671,0.00002177918,0.0001698934,0.0001067868,0.000004015186,3.473377e-7,0.000499501,0.0002875316,0.00005139058,0.00094673,0.9974504,0.0002122402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002293513,0.0004212553,0.00002123207,0.005433575,0.005351799,0.002092511,0.003338302,0.00004220755,0.9810056],"genre_scores_gemma":[0.03128318,0.00002474193,0.00005927746,0.00004688998,0.0004940963,0.0002136768,0.0008140443,0.00007763598,0.9669865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3161981,"threshold_uncertainty_score":0.9985146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06270471438535612,"score_gpt":0.3013461680682984,"score_spread":0.2386414536829423,"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."}}