{"id":"W4241965501","doi":"10.1177/1046496412468072","title":"Cohesion","year":2012,"lang":"en","type":"article","venue":"Small Group Research","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Group cohesiveness; Cohesion (chemistry); Conceptualization; Psychology; Social psychology; Epistemology; Group dynamic; Group (periodic table); Computer science; Artificial intelligence; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004884162,0.00005511419,0.00008653008,0.0001188947,0.0008152564,0.00005133387,0.0003586097,0.0001527741,0.001392939],"category_scores_gemma":[0.000546453,0.00005025747,0.0000512568,0.0004976043,0.0005573599,0.0001747417,0.00009629024,0.0003515815,0.001784777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313876,"about_ca_system_score_gemma":0.00004723437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004026034,"about_ca_topic_score_gemma":0.001668691,"domain_scores_codex":[0.9973017,0.0009483731,0.0001069107,0.0001540769,0.0005294756,0.0009594928],"domain_scores_gemma":[0.999059,0.0003510007,0.00001782705,0.0001558085,0.0001380791,0.0002782542],"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":[0.00006253144,0.0004324101,0.1020889,0.00001014276,0.00001849777,0.000005466125,0.03710795,2.71249e-8,0.004560207,0.7195105,0.05985596,0.07634746],"study_design_scores_gemma":[0.0001455598,0.00008734418,0.07293402,0.00000786825,0.000001273066,7.021766e-7,0.009137096,8.568697e-7,0.00009191456,0.007001053,0.9104998,0.00009247553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5143006,0.0004479595,0.000072757,0.002359284,0.0009503011,0.0001958149,7.795287e-7,0.00006865955,0.4816039],"genre_scores_gemma":[0.9866202,0.000145508,0.0002213926,0.000211345,0.002016342,0.00003601934,0.000002323592,0.00001045364,0.01073643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8506439,"threshold_uncertainty_score":0.9995199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4008627316612406,"score_gpt":0.5318961010166704,"score_spread":0.1310333693554298,"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."}}