{"id":"W4385599628","doi":"10.59962/9780774834704-003","title":"Introduction: Writing about Finnish Canadian Experiences","year":2017,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0009585698,0.0001297675,0.0004066958,0.00007818465,0.004179142,0.001242629,0.001915436,0.0004938601,0.005583665],"category_scores_gemma":[0.0002213945,0.0003122448,0.0001988229,0.00001479808,0.005773562,0.000405234,0.0002582758,0.0004359268,0.00001909649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424604,"about_ca_system_score_gemma":0.002125388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991331,"about_ca_topic_score_gemma":0.9976192,"domain_scores_codex":[0.9972258,0.0001205551,0.0002265442,0.0006275487,0.001128694,0.0006708131],"domain_scores_gemma":[0.9978793,0.00008689951,0.0004051542,0.0004394887,0.0005810498,0.0006081167],"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":[0.000008151264,0.00001334435,0.0002157785,0.00006203985,0.0001011223,0.000611949,0.0376902,6.01779e-7,0.000001584432,0.02450159,0.6888973,0.2478963],"study_design_scores_gemma":[0.000123569,0.00002904209,0.000282534,0.0002472229,0.00002514836,0.000005289491,0.01172011,0.0000013976,6.13212e-7,0.001811749,0.9854389,0.0003144069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001301733,0.0003795694,0.000002475893,0.0003053303,0.0007557211,0.0004665031,0.0002223052,0.00006613464,0.9965003],"genre_scores_gemma":[0.02400622,0.0008872465,0.0001476266,0.00002317875,0.001348744,0.000001905236,0.000009902541,0.00001800035,0.9735572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2965416,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03333855374870044,"score_gpt":0.2570624638870868,"score_spread":0.2237239101383863,"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."}}