{"id":"W4392419801","doi":"10.7202/1109100ar","title":"INCREASED ACCESS MEANS DECREASED FORMALITY IN MEDIATION","year":2024,"lang":"en","type":"article","venue":"Lex Electronica","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Formality; Mediation; Psychology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009360582,0.00006978781,0.00008301001,0.0001547709,0.000132901,0.0003273741,0.0002329844,0.00006423797,0.0003899614],"category_scores_gemma":[0.0001641893,0.0000717857,0.00004505896,0.0006620728,0.00003551416,0.001003045,0.00003129162,0.0001334588,0.00004395258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003360496,"about_ca_system_score_gemma":0.0003560219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00633623,"about_ca_topic_score_gemma":0.04694884,"domain_scores_codex":[0.9988831,0.0001525668,0.0001581967,0.0001857526,0.0002794226,0.0003410025],"domain_scores_gemma":[0.9996341,0.0001463063,0.00003059737,0.0001064001,0.00002381038,0.00005879229],"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":[0.00007657132,0.0001113288,0.02206018,0.00006510295,0.00005289717,0.000009163142,0.006748425,0.00003142551,0.0008989318,0.9083534,0.007115679,0.05447683],"study_design_scores_gemma":[0.0005596972,0.00005430962,0.05869243,0.00004258906,0.00004084942,2.21336e-7,0.0002672123,0.007425614,0.0006849343,0.02793856,0.9039946,0.0002990317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6682934,0.001346166,0.003043443,0.01291016,0.0009043561,0.0009928679,0.000004430508,0.0006568268,0.3118484],"genre_scores_gemma":[0.9979441,0.0003142084,0.00001704146,0.0002442431,0.0003828782,0.00003633624,0.00003038576,0.000007323231,0.001023486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8968789,"threshold_uncertainty_score":0.9704419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369792370326247,"score_gpt":0.3444363544404828,"score_spread":0.3207384307372203,"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."}}