{"id":"W4289519144","doi":"10.5281/zenodo.6954178","title":"The Worst Advice You Could Ever Get About ation 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","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":"Best practice; Advice (programming); Immigration; Work (physics); Agent-based model; Illegal immigrants; Political science; Computer science; Business; Law; Engineering; Artificial intelligence","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":[0.0009373699,0.0006699925,0.0004111879,0.0007147936,0.01266035,0.006012415,0.0007078734,0.002463644,0.1332664],"category_scores_gemma":[0.005602258,0.0003383328,0.0003117649,0.0006494357,0.001972104,0.002881943,0.003103266,0.003670848,0.08150032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298642,"about_ca_system_score_gemma":0.00433034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05595898,"about_ca_topic_score_gemma":0.1849659,"domain_scores_codex":[0.9985468,0.0003309828,0.00004508535,0.0001429009,0.0005387379,0.0003954725],"domain_scores_gemma":[0.9969363,0.0002025869,0.0001737247,0.000124599,0.00113669,0.001426057],"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":[0.00001267883,0.00001296602,0.0007263946,0.00003690147,0.000003116768,0.0001322265,0.002245015,0.00001527897,0.0002218977,0.001839377,0.970009,0.02474504],"study_design_scores_gemma":[0.00000171071,0.000006855068,0.0004889444,0.0000609075,0.000003086755,0.000212049,0.006351294,0.00002693835,0.0001384638,0.0002648594,0.9924297,0.00001517907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01401014,0.008370822,0.002674881,0.2341649,0.01879542,0.0001163124,0.001190424,0.002692903,0.7179843],"genre_scores_gemma":[0.03146543,0.002060261,0.001694598,0.02028153,0.0004736068,0.00002104448,0.0002266689,0.0005617643,0.9432151],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8667336,"threshold_uncertainty_score":0.4458205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888364367828576,"score_gpt":0.2435462667077581,"score_spread":0.2146626230294724,"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."}}