{"id":"W1993245295","doi":"10.7202/042510ar","title":"Formality or Informality. A Case-Study of British National Insurance Local Tribunal Procedure and Practice","year":2005,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Legal principles and applications","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribunal; Humanities; Formality; Political science; Law; Art","routes":{"ca_aff":false,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001495127,0.000126499,0.0002195839,0.00003600105,0.0005845187,0.0001032468,0.000185822,0.0002701136,0.00006280906],"category_scores_gemma":[0.0006945591,0.0001550034,0.00005908287,0.0005158253,0.001132666,0.001229901,0.00005735322,0.0004715954,0.000008643409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006908271,"about_ca_system_score_gemma":0.0005327511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02909498,"about_ca_topic_score_gemma":0.06781303,"domain_scores_codex":[0.998197,0.0001912477,0.0004720977,0.000245326,0.0005218089,0.0003725509],"domain_scores_gemma":[0.9985399,0.000495676,0.0002888143,0.0001217299,0.0003555606,0.0001983359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005885384,0.004300674,0.01264686,0.0006412443,0.0003567932,0.0009870714,0.1850452,0.002089272,0.00001007917,0.3298264,0.003594509,0.4599133],"study_design_scores_gemma":[0.003376749,0.0006144242,0.04034819,0.0001441604,0.0002399268,0.0178142,0.2601988,0.005272867,0.00001954185,0.003953513,0.6673124,0.0007052197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790092,0.0007364885,0.002235928,0.003683273,0.00005873627,0.000594254,0.00033542,0.00003051811,0.01331624],"genre_scores_gemma":[0.98985,0.0002572126,0.001321762,0.0009234638,0.000277372,0.00006328891,0.000007048704,0.00001004922,0.00728983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6637179,"threshold_uncertainty_score":0.9773704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291046701174878,"score_gpt":0.3139740522997669,"score_spread":0.2910635852880182,"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."}}