{"id":"W4391379613","doi":"10.1016/j.jtct.2024.01.057","title":"The Arc of Connectedness","year":2024,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Social connectedness; Arc (geometry); Psychology; Mathematics; Social psychology; Geometry","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":[0.0001589093,0.00005201528,0.00004917879,0.00003437068,0.00009740815,0.000105296,0.0001508952,0.00001821961,0.00001022138],"category_scores_gemma":[9.263077e-7,0.00003498139,0.00002633806,0.0001396108,0.0000443736,0.0001087892,0.000003410529,0.00004121162,0.000005842279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004002038,"about_ca_system_score_gemma":0.00003000011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002501946,"about_ca_topic_score_gemma":0.000009798388,"domain_scores_codex":[0.9995686,0.00003890981,0.000103138,0.0001193375,0.0000940173,0.00007603908],"domain_scores_gemma":[0.9996991,0.0001124393,0.000016633,0.0001239841,0.00002436348,0.00002355204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005409843,0.00005488006,0.0002098073,0.0001859066,0.00005318338,0.00001078704,0.03287999,0.00001461011,0.04841045,0.5952064,0.0002321883,0.3226877],"study_design_scores_gemma":[0.002528039,0.0004963771,0.01973583,0.0003225319,0.00005784228,0.0001654691,0.002510943,0.1104433,0.5804156,0.1910132,0.09150357,0.0008072586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5166974,0.008123989,0.4713476,0.001895297,0.0008778157,0.0001219117,0.000003523936,0.0001015914,0.0008308768],"genre_scores_gemma":[0.9941551,0.005212135,0.0003763808,0.00006431274,0.00004312572,0.000005777505,0.000008648183,0.000003679775,0.0001308306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5320052,"threshold_uncertainty_score":0.1426499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02597799149677042,"score_gpt":0.2565443688217218,"score_spread":0.2305663773249514,"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."}}