{"id":"W7049031567","doi":"","title":"Nayha Acharya: Mediation as an Alternative to Litigation","year":2022,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mediation; Economic Justice; Alternative dispute resolution; Lawyer supported mediation; Civil litigation; Family mediation; Dispute resolution; Dispute mechanism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005665351,0.0004990487,0.0007212713,0.0006426277,0.007136857,0.0102615,0.003326316,0.01278784,0.006089429],"category_scores_gemma":[0.01924849,0.0004292578,0.0005869796,0.0006319613,0.007781737,0.009632306,0.003841358,0.01594708,0.001287908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005144705,"about_ca_system_score_gemma":0.01140441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337464,"about_ca_topic_score_gemma":0.02969533,"domain_scores_codex":[0.9924361,0.00253085,0.0003303142,0.0009189489,0.003116266,0.0006675703],"domain_scores_gemma":[0.9896436,0.007294344,0.0004385776,0.0003160396,0.001822304,0.0004850303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002173739,0.00002591683,0.0001173175,0.000179818,0.00000891033,0.0002068343,0.0007408497,0.00008596233,0.0001273677,0.3530531,0.6291317,0.01630059],"study_design_scores_gemma":[0.00001853517,0.00001159431,0.0002900047,0.0003458877,0.00001285582,0.0001546416,0.0007346336,0.0001872815,0.0002175414,0.04696191,0.9510445,0.00002054211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009524164,0.08743871,0.001360289,0.7821589,0.03772372,0.00003901475,0.00002734868,0.00003168777,0.09026791],"genre_scores_gemma":[0.07810917,0.09975144,0.003115644,0.5195557,0.07591385,0.0002148261,0.00003650545,0.00009272544,0.2232101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01337464,"threshold_uncertainty_score":0.03732759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111654059345966,"score_gpt":0.2378976729685366,"score_spread":0.226781132375077,"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."}}