{"id":"W281354433","doi":"10.55016/ojs/ajer.v49i2.54975","title":"Discourses of Conflict: A Multidisciplinary Study of Professional Education","year":2003,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Multidisciplinary approach; Educational research; Psychology; Pedagogy; Sociology; Mathematics education; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003353866,0.00007516098,0.0001877884,0.0005814409,0.0004783261,0.00004431328,0.00038045,0.00006406941,0.008242218],"category_scores_gemma":[0.0310452,0.0000646167,0.00006500442,0.001267915,0.0003984991,0.0007412559,0.00002996495,0.00052748,0.00002798418],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401711,"about_ca_system_score_gemma":0.02014337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007552702,"about_ca_topic_score_gemma":0.003623159,"domain_scores_codex":[0.9964027,0.001316224,0.0007188865,0.0001266678,0.001221211,0.0002142882],"domain_scores_gemma":[0.9811198,0.01388414,0.0006796989,0.0001906925,0.003959063,0.0001666665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001178574,0.01722811,0.2381483,0.00004496602,0.0001081012,1.417799e-7,0.1365019,0.0000189749,0.000670994,0.5766433,0.02988998,0.0006273402],"study_design_scores_gemma":[0.0009970523,0.0008320602,0.1971294,0.0002676874,0.00007605544,0.00002204995,0.5350648,0.000003429063,0.0006084913,0.008049656,0.2567533,0.00019605],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8556278,0.0002582528,0.000001041827,0.03087837,0.001179821,0.0003465081,0.000001844949,3.022494e-7,0.111706],"genre_scores_gemma":[0.9442526,0.00004864996,0.0002777264,0.00003152362,0.0002897201,0.00002910951,0.000003925242,0.000008005512,0.05505871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5685936,"threshold_uncertainty_score":0.9990561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1735674773032702,"score_gpt":0.5666311744045761,"score_spread":0.3930636971013058,"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."}}