{"id":"W4285690605","doi":"10.5281/zenodo.6847846","title":"Why People Love to Hate brampton immigration consultancy windsor ontario","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":"Windsor; Immigration; Sociology; Political science; Law","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":[],"category_scores_codex":[0.00206725,0.0003306082,0.0002871474,0.0004759428,0.03094693,0.006539104,0.001083964,0.004439964,0.09788099],"category_scores_gemma":[0.00431601,0.0003976615,0.0002946134,0.0007861984,0.005708307,0.003818279,0.003485641,0.005486154,0.01381947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01997239,"about_ca_system_score_gemma":0.0328974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7987041,"about_ca_topic_score_gemma":0.9482432,"domain_scores_codex":[0.9971669,0.0004050181,0.00006072164,0.0002826045,0.001040852,0.00104392],"domain_scores_gemma":[0.9928358,0.000485761,0.0002184648,0.0002124695,0.002481815,0.003765712],"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":[0.000007185801,0.000009539597,0.0009065708,0.00002044672,0.000001508412,0.0001870237,0.003203935,0.000004557904,0.0000729426,0.003336611,0.9838726,0.00837708],"study_design_scores_gemma":[0.000003374229,0.000004781143,0.001485588,0.00007456831,0.000001508214,0.0001236137,0.01139558,0.000007586263,0.00003212126,0.0002824945,0.98658,0.000008826417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01033493,0.007064742,0.0003690275,0.6982003,0.01167486,0.00006853837,0.0003351978,0.0001410772,0.2718113],"genre_scores_gemma":[0.05043115,0.004702045,0.0004106094,0.1460382,0.0006726362,0.00004563449,0.0001545617,0.0001701243,0.797375],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.902119,"threshold_uncertainty_score":0.4049627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134355353458519,"score_gpt":0.2216161462018146,"score_spread":0.1902725926672293,"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."}}