{"id":"W4281740163","doi":"10.5281/zenodo.6588028","title":"7 Things About best immigration consultants in bramtpon, canadian immigration consultant, life in canada, indians in canada, study in canada, immigration consultant brampton, how to find best immigration agent, how to find a good immigration attorney, best agent for canada immigration in punjab, best immigration lawyer in canada, best agency for immigration to canada, best canada immigration consultants in delhi, best canada immigration consultants in chennai, who is best immigration agent, best immigration lawyer for canada in india, best agent for canada student visa, best agent for canada work permit, best agent for canada tourist visa, canadian pakistan licensed consultant in canada, canadian licensed immigration consultant, rcic regulated canadian immigration consultant, canada immigration through licensed immigration consultant, iccrc, immigration to canada services, abbottabadian, pakistanicanadianlicensed consultant from abbottabad pakistan, canadianimmigrationiseasy, familyvisacanada2021, expressentrycanada2021, al Your Boss Wants to Know","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration policy; Political science; Demographic economics; Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001000864,0.00071041,0.0005264106,0.001028769,0.01571604,0.009394179,0.001397542,0.004998021,0.4831521],"category_scores_gemma":[0.005458009,0.0007186877,0.000467677,0.001604321,0.001649137,0.004618433,0.003976279,0.004279159,0.2405337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008038322,"about_ca_system_score_gemma":0.0207418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2500085,"about_ca_topic_score_gemma":0.595817,"domain_scores_codex":[0.9972218,0.0002621145,0.00009445864,0.0002657625,0.001017448,0.001138296],"domain_scores_gemma":[0.9844738,0.0003688428,0.0002782186,0.0002416288,0.005901938,0.008735434],"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":[0.000003908147,0.00001965908,0.0005102902,0.00002333017,6.990396e-7,0.00008431898,0.0003120964,0.000007824427,0.0000528067,0.0009843778,0.9818362,0.01616455],"study_design_scores_gemma":[0.000003123079,0.000005750158,0.001202129,0.00008026478,0.000001451411,0.0001759037,0.001618073,0.00001003789,0.00003514791,0.0002081485,0.9966487,0.00001124151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002472499,0.004156573,0.0005300778,0.1247072,0.01281434,0.0001630737,0.001002347,0.001151055,0.8530028],"genre_scores_gemma":[0.007766,0.001931929,0.0007202047,0.01946215,0.0006304795,0.00005325603,0.0004577973,0.0003065556,0.9686716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7499915,"threshold_uncertainty_score":0.7372209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196576004125205,"score_gpt":0.2483241360386366,"score_spread":0.2263583759973845,"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."}}