{"id":"W7028579781","doi":"","title":"Evolution, revolution &amp; culture shift: A critical analysis of compulsory ADR in England and Canada","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adversarial system; Settlement (finance); Consistency (knowledge bases); Economic Justice; Civil procedure; High Court","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008097904,0.00005405023,0.0001476636,0.00008244981,0.0001083375,0.000008799287,0.00009583176,0.00007284724,0.01427665],"category_scores_gemma":[0.003414692,0.00004063852,0.00003474606,0.0004978464,0.00004359055,0.0001343659,0.00002265034,0.00005244572,0.00004217858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003615123,"about_ca_system_score_gemma":0.0003365755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3992474,"about_ca_topic_score_gemma":0.9510861,"domain_scores_codex":[0.9992124,0.00009616714,0.0001471278,0.0001435422,0.0002302904,0.0001704206],"domain_scores_gemma":[0.999378,0.0002616576,0.00003877332,0.00009132565,0.0001193232,0.0001109462],"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":[0.00005097493,0.0001487979,0.275904,0.0001780116,0.00014065,0.00003190463,0.03190898,0.00004544959,0.000218974,0.0105174,0.678677,0.002177842],"study_design_scores_gemma":[0.0001652732,0.000009759695,0.2701218,0.0002824769,0.00003813866,1.863295e-7,0.0001464848,0.00001594627,0.000003031304,0.0007066859,0.7283999,0.0001102621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7075353,0.01077301,0.0001938598,0.009598101,0.0004516318,0.0009454512,0.229936,0.0001805877,0.040386],"genre_scores_gemma":[0.9987713,0.000008573913,0.00002664013,0.00007985469,0.00006121118,0.0000098475,0.0006893765,0.000002201612,0.0003509988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5518388,"threshold_uncertainty_score":0.9866244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285907422712889,"score_gpt":0.3147642324103868,"score_spread":0.2819051581832579,"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."}}