{"id":"W3042636191","doi":"10.1007/s10726-020-09688-w","title":"Comparing Structured and Unstructured Facilitation Approaches in Consultation Workshops: A Field Experiment","year":2020,"lang":"en","type":"article","venue":"Group Decision and Negotiation","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Canadian Institute for Advanced Research; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Facilitation; Field (mathematics); Psychology; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001094009,0.000104246,0.0001450972,0.00007774465,0.00006137364,0.00005066101,0.00004488817,0.0001040476,0.00006336153],"category_scores_gemma":[0.0000825467,0.00009691187,0.00001522544,0.0001631462,0.00002309625,0.0001379831,0.00002646696,0.0001232881,0.000004599483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001660384,"about_ca_system_score_gemma":0.000004301845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004098386,"about_ca_topic_score_gemma":0.00009948479,"domain_scores_codex":[0.9992008,0.00005083468,0.0002466007,0.0002779557,0.0001113459,0.0001124244],"domain_scores_gemma":[0.999568,0.0001918195,0.00007560998,0.00008306104,0.00001587503,0.00006558879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001125981,0.0000445221,0.1039523,0.00003540472,0.00002367224,0.000003444339,0.06826574,0.0005196191,0.001859733,0.01354868,0.0002762155,0.8103447],"study_design_scores_gemma":[0.002715444,0.0001818667,0.8445022,0.00003000793,0.000009055958,0.000006891634,0.00726526,0.1424311,0.0001234205,0.002102454,0.0004399659,0.0001924266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686768,0.0005064549,0.02968518,0.0004108697,0.0001853122,0.0002376418,0.000003778255,0.00002530589,0.0002686816],"genre_scores_gemma":[0.9971581,0.000036342,0.002392537,0.0003010037,0.00003663387,0.00001786835,0.00004243814,0.00000643011,0.000008686985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8101522,"threshold_uncertainty_score":0.3951951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06838425345135848,"score_gpt":0.3057118912400278,"score_spread":0.2373276377886694,"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."}}