{"id":"W4403217071","doi":"10.53967/cje-rce.6913","title":"Introduction from the Book Reviews Editor","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01374047,0.000182742,0.0002871498,0.0003562765,0.0006898445,0.0004935971,0.0005312692,0.0002520183,0.004049683],"category_scores_gemma":[0.01231459,0.0001636563,0.0002156956,0.001181425,0.0008478549,0.0009510031,0.000006935747,0.001125847,0.0002321878],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009204303,"about_ca_system_score_gemma":0.0439854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3031998,"about_ca_topic_score_gemma":0.7741363,"domain_scores_codex":[0.9943534,0.003678921,0.0007374254,0.0002891977,0.000181902,0.0007591848],"domain_scores_gemma":[0.9946966,0.001539244,0.0004062309,0.0003409132,0.00119381,0.001823192],"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":[0.000001819421,0.00001470091,0.0000527877,0.0001118956,0.00003752441,0.000004344799,0.1648874,0.00000590207,0.00002188701,0.06750802,0.6821092,0.08524456],"study_design_scores_gemma":[0.00003199065,0.00005505042,0.0005582523,0.0010574,0.0001185938,0.00005214612,0.06001607,0.00004333909,0.000008226118,0.0308719,0.9070388,0.0001482196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01289178,0.2480243,0.0009251481,0.5863075,0.149843,0.0002949014,0.0000685956,0.000005147476,0.001639613],"genre_scores_gemma":[0.05881748,0.05987304,0.007727698,0.01101843,0.5999269,0.0001261114,0.0001828238,0.0001222007,0.2622053],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5752891,"threshold_uncertainty_score":0.9968607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1860232589654142,"score_gpt":0.4572672498357875,"score_spread":0.2712439908703733,"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."}}