{"id":"W4239951440","doi":"10.1080/03050710601179150","title":"Commonwealth Law Bulletin","year":2006,"lang":"en","type":"article","venue":"Commonwealth Law Bulletin","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Law; Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002443616,0.0002563951,0.0003411944,0.0000909547,0.003123919,0.0005071593,0.0006725933,0.0002434125,0.01083711],"category_scores_gemma":[0.0002993842,0.000276527,0.0001117701,0.0005863715,0.0008683394,0.000187603,0.00009722663,0.0009422291,0.005188651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003263257,"about_ca_system_score_gemma":0.0005975331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3409579,"about_ca_topic_score_gemma":0.07759669,"domain_scores_codex":[0.9962996,0.0009825652,0.0007524724,0.0004294375,0.0006679016,0.0008680621],"domain_scores_gemma":[0.9972427,0.000980881,0.0004314808,0.0006166704,0.0003824134,0.000345881],"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":[0.00001407539,0.0001943679,0.0002444558,0.00001383202,0.000004893947,0.000003303504,0.000792718,0.00000505744,0.000003651447,0.5926698,0.4056665,0.0003873601],"study_design_scores_gemma":[0.0004136768,0.00004518154,0.0005865855,0.00002887878,0.00001543794,0.000004425252,0.001289985,0.000002775671,0.00002869598,0.009392788,0.9878863,0.0003052741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001616142,0.0002828461,0.00006859159,0.3971652,0.000784004,0.0003718117,0.0000197813,0.0002703331,0.5994213],"genre_scores_gemma":[0.9213623,0.00009409189,0.00245158,0.05177623,0.001395211,0.00009857944,0.0001136271,0.00004896799,0.02265944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9197461,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010261658543287,"score_gpt":0.3454846624718732,"score_spread":0.3153820458864404,"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."}}