{"id":"W3159762856","doi":"10.1111/fcre.12574","title":"Taking a Shot: Access to Justice, Judging and eCourt","year":2021,"lang":"en","type":"article","venue":"Family Court Review","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adversarial system; Settlement (finance); Supreme court; Economic Justice; Dispute resolution; Law; Nova scotia; Political science; Online dispute resolution; Alternative dispute resolution; Process (computing); Sociology; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.000296387,0.0001603334,0.0002993947,0.0001096104,0.0002449046,0.0006171627,0.0002060063,0.00003946442,0.000782854],"category_scores_gemma":[0.0003030145,0.0001534445,0.00008911913,0.0007424285,0.00001762526,0.0008386282,0.0003419827,0.0001349339,0.0005166006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000304264,"about_ca_system_score_gemma":0.00004506646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006276598,"about_ca_topic_score_gemma":0.0000711927,"domain_scores_codex":[0.9988938,0.00001402984,0.0002756283,0.0003227519,0.0002258061,0.0002679619],"domain_scores_gemma":[0.9992928,0.00003304239,0.0001526239,0.000260557,0.0002245173,0.00003647408],"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":[0.000005738556,0.0001314823,0.002958883,0.01103791,0.00007593816,0.00009979477,0.00001739984,0.00004345175,0.0004180189,0.03887308,0.6532494,0.2930889],"study_design_scores_gemma":[0.0001114317,0.000001706176,0.02619853,0.00324135,0.0002972309,0.00000944542,0.00006769544,0.0004226594,0.000002280954,0.00008375978,0.9693645,0.0001994555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009907367,0.1661849,0.004342931,0.06199653,0.002070247,0.001032201,0.00001192839,0.0004027644,0.7540511],"genre_scores_gemma":[0.46711,0.169891,0.00101138,0.3553674,0.003136273,0.0002351136,0.0001091428,0.0001168721,0.003022774],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7510284,"threshold_uncertainty_score":0.8571703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08464916832842004,"score_gpt":0.3367907881952229,"score_spread":0.2521416198668028,"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."}}