{"id":"W6944059619","doi":"10.17605/osf.io/rtsb5","title":"Canadian Identities","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Identity (music); Perspective (graphical); Identification (biology)","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":[0.002365047,0.0002858056,0.0004588361,0.001716741,0.0007618159,0.0008837626,0.001715946,0.0007929927,0.9559873],"category_scores_gemma":[0.001185606,0.0004523718,0.0002647222,0.0002989846,0.0007221645,0.0001964398,0.0003430003,0.0005536677,0.9754503],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004416062,"about_ca_system_score_gemma":0.006372589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944231,"about_ca_topic_score_gemma":0.9991847,"domain_scores_codex":[0.9962123,0.0005185401,0.0003259242,0.001549948,0.0006231041,0.0007701961],"domain_scores_gemma":[0.9960744,0.0001152246,0.0002644366,0.002675315,0.00008488215,0.0007857921],"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":[0.000003162922,0.00002319685,0.0005627292,0.00008130331,0.000101736,0.00004408672,0.003571373,0.000004336578,0.000003180438,0.01535394,0.9765033,0.003747689],"study_design_scores_gemma":[0.000135169,1.673218e-7,0.0002545294,0.0001259144,0.00005603065,0.000003498773,0.0005918606,0.000001278966,0.000001987611,0.00121151,0.9971709,0.0004471791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003523952,0.00002092136,0.00001297174,0.000648378,0.002378308,0.0008384234,0.0001564617,0.0002297603,0.9956796],"genre_scores_gemma":[0.0002275991,0.001122939,0.00006603073,0.0003034246,0.0005693092,0.0000745636,0.00003318322,0.0002648155,0.9973381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02066761,"threshold_uncertainty_score":0.9997928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009795418881408257,"score_gpt":0.2337772054092384,"score_spread":0.2239817865278302,"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."}}