{"id":"W7009184709","doi":"","title":"Democratising Case Law while Teaching Students","year":2023,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Bureaucracy; Qualitative research; Legal writing; Teaching method; Collaborative writing","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001630607,0.0001675059,0.0002229611,0.0009938264,0.004400582,0.0002108422,0.001106503,0.0001450864,0.001130414],"category_scores_gemma":[0.0002087338,0.0002166624,0.0001318167,0.001804182,0.001232505,0.002488588,0.0006726934,0.0006439041,0.0002720998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003262493,"about_ca_system_score_gemma":0.001076696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995858,"about_ca_topic_score_gemma":0.005226757,"domain_scores_codex":[0.995114,0.001854946,0.0001881954,0.0004763029,0.001753984,0.0006126211],"domain_scores_gemma":[0.9977282,0.001121147,0.0001433498,0.0002405261,0.000387081,0.0003797333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003857833,0.000337692,0.02756512,0.00004667942,0.0001269539,0.001358894,0.02579896,0.0003102767,0.0001534222,0.7725965,0.1693544,0.001965314],"study_design_scores_gemma":[0.001720001,0.0001651095,0.01516299,0.000116857,0.00003221176,0.00003038623,0.1514766,0.001388154,0.00003499475,0.02063695,0.8087851,0.0004506957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4271846,0.00003006325,0.000495563,0.009378515,0.000243005,0.0007061283,0.000539207,0.0003925096,0.5610304],"genre_scores_gemma":[0.9461157,0.0001763477,0.002465692,0.0001258587,0.0002240266,3.874464e-7,0.0004187369,0.00002090401,0.0504523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7519596,"threshold_uncertainty_score":0.9997827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05745949500411126,"score_gpt":0.3493278189463798,"score_spread":0.2918683239422686,"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."}}