{"id":"W6906262371","doi":"10.17605/osf.io/7pktu","title":"Canadian Bicultural Identities","year":2018,"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":"Ethnic group; Identity (music); Immigration; Cultural identity; Perspective (graphical)","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":[0.002066447,0.0003007325,0.0004109757,0.001345148,0.001227733,0.001032476,0.001663418,0.0007588272,0.9762005],"category_scores_gemma":[0.001317627,0.0004235949,0.0002576659,0.0003445918,0.001400772,0.0002243641,0.0003386557,0.0003915601,0.9677011],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004100937,"about_ca_system_score_gemma":0.003927179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921235,"about_ca_topic_score_gemma":0.9994783,"domain_scores_codex":[0.996279,0.0005107865,0.0003319919,0.001490155,0.0006009812,0.0007871054],"domain_scores_gemma":[0.9966177,0.00007340007,0.0002635237,0.001997927,0.0001394188,0.0009080616],"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":[0.000003465149,0.00002160822,0.0004694796,0.00004540857,0.0001040673,0.00004358982,0.004660667,7.798888e-7,0.000005269544,0.005632903,0.9866408,0.002371954],"study_design_scores_gemma":[0.0001149046,2.545893e-7,0.0003807068,0.0001204335,0.00006053702,0.000005725868,0.0007587518,8.601213e-7,0.000004388814,0.001134299,0.9969614,0.0004577485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001282247,0.00001237292,0.000007291186,0.0005816236,0.00217978,0.000608681,0.0001187704,0.0002674709,0.9960958],"genre_scores_gemma":[0.0002537312,0.0007171775,0.0001055438,0.0002297337,0.001221388,0.00007960918,0.0000452889,0.0001971008,0.9971504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01032058,"threshold_uncertainty_score":0.9998216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056236816818907,"score_gpt":0.2376237883370401,"score_spread":0.227061420168851,"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."}}