{"id":"W3121124085","doi":"","title":"Examining the characteristics and tactics of chief negotiators in Canadian universities","year":2020,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Business; Political science; Marketing","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003424076,0.0001915291,0.0002504672,0.00066585,0.001587493,0.00006093339,0.0005440344,0.0001602525,0.00007455881],"category_scores_gemma":[0.0001064057,0.0002266591,0.00008777152,0.001086035,0.0009723195,0.0007428028,0.0002751558,0.0003122884,0.00000736803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922262,"about_ca_system_score_gemma":0.001817635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2550931,"about_ca_topic_score_gemma":0.07479085,"domain_scores_codex":[0.9982702,0.0003655249,0.0001943847,0.0003574389,0.0004050482,0.0004074327],"domain_scores_gemma":[0.9988273,0.0002171309,0.0002000454,0.0001814878,0.0001751963,0.0003988823],"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":[0.0003133645,0.00007776142,0.191226,0.00007114493,0.0001460518,0.001417907,0.01400384,0.0004634291,0.0001631858,0.7903095,0.000299888,0.001507945],"study_design_scores_gemma":[0.0008383822,0.0001361285,0.1561269,0.00007591506,0.0001485602,0.000006622976,0.04225938,0.0008029375,0.00002853623,0.00004980338,0.7991471,0.0003797781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808822,0.00003204135,0.0002245805,0.004194326,0.0003123877,0.0003378321,0.00004282744,0.00006270739,0.1139111],"genre_scores_gemma":[0.9951128,0.0002399432,0.0000869965,0.0002201669,0.0001189487,1.014856e-7,0.00003003839,0.00000722372,0.004183733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7988472,"threshold_uncertainty_score":0.9997123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755470629523402,"score_gpt":0.1996760836105136,"score_spread":0.1821213773152796,"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."}}