{"id":"W4388478006","doi":"10.20944/preprints202311.0377.v1","title":"Group Cohesion and Individual Mental Health Regarding the Consensus Decision‐Making Methods Associated with Three Intentional Communities","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Psychology; Cohesion (chemistry); Group decision-making; Group cohesiveness; Interpersonal communication; Social psychology; Perspective (graphical); Community cohesion; Public relations; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011752,0.0002857028,0.0004380216,0.0002155223,0.002324515,0.0002256153,0.0008290784,0.000227746,0.0003842707],"category_scores_gemma":[0.0008426855,0.0002229984,0.0001445656,0.00026212,0.0008671567,0.00008763888,0.003488943,0.0009846879,0.00006695783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846379,"about_ca_system_score_gemma":0.0002432831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005959281,"about_ca_topic_score_gemma":0.03228239,"domain_scores_codex":[0.995136,0.002336656,0.0005359136,0.0005424739,0.0009925562,0.0004563727],"domain_scores_gemma":[0.997106,0.001401289,0.0005731895,0.0006186963,0.0001670647,0.0001338232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001997929,0.0002137292,0.7868022,0.00009608582,0.000995653,0.000008164619,0.1329894,0.0002928892,0.00002535576,0.02288153,0.003432548,0.05206262],"study_design_scores_gemma":[0.0005214286,0.0000346236,0.9088967,0.001287485,0.000085189,0.000002621786,0.0586765,0.0003322496,0.000003239503,0.02005733,0.009763788,0.0003388457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777073,0.0002019674,0.00547269,0.008825308,0.001287876,0.00169935,0.00008119445,0.0004502133,0.004274106],"genre_scores_gemma":[0.9921091,0.001117516,0.005045018,0.0005934575,0.0001007856,0.0001420977,0.0001293085,0.00003952162,0.0007232292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220945,"threshold_uncertainty_score":0.9989743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3800277874325972,"score_gpt":0.4780635638829567,"score_spread":0.09803577645035949,"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."}}