{"id":"W7162027158","doi":"10.59236/emro.v26i10a8328","title":"Intersection","year":2024,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; French; Refugee; Somali; Sister; Deportation; State (computer science); Citizenship","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009119508,0.0001569245,0.0002904293,0.0007545014,0.0005703481,0.000705448,0.0002781244,0.0001317909,0.0380067],"category_scores_gemma":[0.001428735,0.0001900251,0.000289398,0.001190897,0.000610881,0.0004223096,0.00002533371,0.000408828,0.008940619],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025428,"about_ca_system_score_gemma":0.006037893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05874259,"about_ca_topic_score_gemma":0.6973283,"domain_scores_codex":[0.9980439,0.000282884,0.0005784071,0.0004101749,0.0004013314,0.0002833219],"domain_scores_gemma":[0.9988099,0.0004112376,0.00010882,0.0001996794,0.0001056564,0.0003647075],"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":[0.00000181858,0.0001780328,0.00001254035,0.0003845955,0.00002539742,0.000002919431,0.02201788,2.302218e-7,0.000008671983,0.05122636,0.6391134,0.2870282],"study_design_scores_gemma":[0.00003473412,0.0000142652,0.0008925853,0.001108841,0.00009456921,0.000006397353,0.001145473,0.00003276769,1.919731e-7,0.004386457,0.9920959,0.0001878158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003053311,0.7720509,0.0000363439,0.1243678,0.0743745,0.000673444,0.0003756972,0.00006422995,0.02500384],"genre_scores_gemma":[0.0353719,0.7082063,0.001093032,0.002544652,0.05860518,0.0001880498,0.001050929,0.00006715254,0.1928728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6385857,"threshold_uncertainty_score":0.999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179527780399195,"score_gpt":0.3484493905828133,"score_spread":0.3066541127788213,"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."}}