{"id":"W6962591823","doi":"10.17045/sthlmuni.20304324.v1","title":"The values of Canadian citizens","year":2022,"lang":"en","type":"other","venue":"Stockholm University  Figshare Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Immigration; Narrative; Variety (cybernetics); Presentation (obstetrics); Mythology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001303307,0.0003786513,0.0004001457,0.001988968,0.001169681,0.00004196603,0.001539921,0.0003406469,0.0932733],"category_scores_gemma":[0.0001211691,0.0003907588,0.0003382326,0.001185008,0.0001781268,0.00005918035,0.0004714844,0.0006402828,0.001217618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619929,"about_ca_system_score_gemma":0.001600508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1912175,"about_ca_topic_score_gemma":0.233244,"domain_scores_codex":[0.9976322,0.0003856689,0.0002056093,0.000541342,0.0006733027,0.0005618627],"domain_scores_gemma":[0.9974661,0.0001711128,0.0006024145,0.001254275,0.0001440507,0.0003620711],"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":[0.00002178074,0.00001602842,0.00007646815,0.00006842304,0.0002723086,0.0005368537,0.0001390702,0.000005560517,0.0000432307,0.000211359,0.9985232,0.00008569434],"study_design_scores_gemma":[0.0002519841,0.00005053947,0.0003402688,0.0003040203,0.0001254508,0.00004091923,0.001044646,0.000004165136,0.00003869755,0.000006791332,0.9973978,0.0003947296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002113781,0.001395216,7.527747e-8,0.00003190736,0.0003911411,0.000582622,0.1114387,0.0003327277,0.8858064],"genre_scores_gemma":[0.0006695705,0.0000558736,0.0000272822,0.00001856301,0.0002274017,0.000005898843,0.007004613,0.0007015443,0.9912893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1054828,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352204938235794,"score_gpt":0.1841542957956021,"score_spread":0.1706322464132441,"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."}}