{"id":"W4230769383","doi":"10.2139/ssrn.3964840","title":"Collaborative Conflict Management","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Conflict management; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001221893,0.00007865846,0.000108118,0.00005267784,0.0006259357,0.0001773609,0.0002322887,0.0000347183,0.0002257423],"category_scores_gemma":[0.00006748913,0.00008045799,0.00006368646,0.0005092826,0.00005461862,0.000177136,0.00006823405,0.0005765592,0.0001720705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579613,"about_ca_system_score_gemma":0.001383548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000200883,"about_ca_topic_score_gemma":0.002774761,"domain_scores_codex":[0.9978521,0.0001713728,0.0001425123,0.0001539859,0.0003005098,0.001379472],"domain_scores_gemma":[0.9995753,0.00002312515,0.00006645381,0.00007904066,0.00016185,0.00009419381],"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":[0.000008240698,0.00002389424,0.0008665154,0.000003252648,0.0001652682,0.00003943429,0.003436482,0.000002448043,0.00001599231,0.9721442,0.001133542,0.02216069],"study_design_scores_gemma":[0.0004648891,0.00003807175,0.0004257311,0.00001336241,0.00004789027,0.000008705786,0.1010183,0.00001268851,0.00004762206,0.09864783,0.7991239,0.0001510233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01552463,0.005334788,0.004922937,0.007050366,0.0005226246,0.0001907341,8.431146e-7,0.00007486709,0.9663782],"genre_scores_gemma":[0.8909098,0.02310274,0.0002336849,0.000316452,0.0006719578,0.000005892972,0.000002640508,0.00001374275,0.0847431],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8816351,"threshold_uncertainty_score":0.4814254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184979728321103,"score_gpt":0.2949773696002281,"score_spread":0.2831275723170171,"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."}}