{"id":"W4235137484","doi":"10.32920/14638707","title":"Gaining Institutional Permission: Researching Precarious Legal Status in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Confidentiality; Deportation; Vulnerability (computing); Refugee; Political science; Negotiation; Alliance; Law enforcement; Enforcement; Immigration; Legal process; Public relations; Law; Criminology; Sociology; Computer security","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01503615,0.0004315957,0.0009672371,0.004741512,0.04590778,0.01340761,0.004859824,0.002415457,0.005700732],"category_scores_gemma":[0.03508085,0.000812645,0.0005211085,0.007645353,0.02434536,0.005051234,0.01191237,0.006551612,0.0003205922],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1601253,"about_ca_system_score_gemma":0.4249522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908378,"about_ca_topic_score_gemma":0.9963246,"domain_scores_codex":[0.9815482,0.004688976,0.0006483418,0.001276806,0.006231874,0.005605807],"domain_scores_gemma":[0.9665815,0.008653575,0.00316355,0.000952964,0.01018181,0.01046665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003198917,0.0001161318,0.02286008,0.0002141537,0.00001106193,0.0008009918,0.9568456,0.00005660612,0.0002194954,0.007139881,0.002243188,0.009460821],"study_design_scores_gemma":[0.000009081512,0.00003736649,0.02046721,0.0004449089,0.000009753313,0.0001054857,0.9564902,0.0001138782,0.00009670654,0.0006102769,0.02158075,0.00003442792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946206,0.002210064,0.0007174706,0.01235561,0.0001553785,0.001013575,0.0003586154,0.00001258084,0.03697069],"genre_scores_gemma":[0.9884514,0.002000618,0.0007607611,0.002198162,0.00001962654,0.0002765847,0.0001348483,0.00001777524,0.006140193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601253,"threshold_uncertainty_score":0.9741356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819604628482389,"score_gpt":0.3756623911984642,"score_spread":0.3174663449136403,"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."}}