{"id":"W4413105556","doi":"10.32920/29896163","title":"Mediation: A Warning Not to Bully a Client Into Settlement","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mediation; Settlement (finance); Psychology; Warning system; Computer security; Social psychology; Business; Political science; Computer science; Telecommunications; Law","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":[0.00453575,0.0004172418,0.0003474948,0.0003369289,0.006998315,0.005345646,0.002126707,0.02764834,0.03213456],"category_scores_gemma":[0.02847418,0.0005230592,0.0005171287,0.0002142265,0.004027383,0.005133229,0.004230958,0.01740473,0.01505637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002263252,"about_ca_system_score_gemma":0.005345408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008883,"about_ca_topic_score_gemma":0.0213591,"domain_scores_codex":[0.9940218,0.001956923,0.0004280492,0.0004105199,0.002177059,0.001005736],"domain_scores_gemma":[0.9942568,0.00303269,0.0004365881,0.0005415346,0.001056091,0.0006762634],"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":[0.00004848296,0.00005546123,0.0008359104,0.00009120462,0.00000843695,0.003320212,0.004219953,0.00007003285,0.001385317,0.04457843,0.9210977,0.02428878],"study_design_scores_gemma":[0.00003298006,0.00007901536,0.001287242,0.000243875,0.00001373252,0.002243415,0.003641186,0.0002686639,0.001028669,0.01283185,0.9782777,0.0000516714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01091569,0.001829245,0.005248439,0.6123883,0.01147931,0.0001344749,0.0001332961,0.0009176257,0.3569537],"genre_scores_gemma":[0.182936,0.001708604,0.004768601,0.5294314,0.004330426,0.0001665592,0.0001157028,0.0003968036,0.276146],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03213456,"threshold_uncertainty_score":0.1075009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994695975144159,"score_gpt":0.2861765617894584,"score_spread":0.2662296020380168,"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."}}