{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003771061,0.0004454062,0.0006547238,0.002500341,0.004911778,0.008002154,0.0009999402,0.002643047,0.009514187],"category_scores_gemma":[0.009668066,0.0003272313,0.0004947664,0.001364463,0.04780981,0.01207494,0.005280157,0.006773038,0.001034603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003677401,"about_ca_system_score_gemma":0.002795527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002034025,"about_ca_topic_score_gemma":0.001691728,"domain_scores_codex":[0.996915,0.001475392,0.00008251105,0.0006653982,0.0006571781,0.0002044996],"domain_scores_gemma":[0.9925321,0.00450486,0.0004597354,0.001088323,0.00072765,0.0006873543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009680916,0.000005386823,0.0001608277,0.00001789073,0.000004521406,0.00002712512,0.001755408,0.00009973453,0.00007097494,0.9930026,0.001352524,0.003493261],"study_design_scores_gemma":[0.000009965403,0.000008179014,0.0002048536,0.00003436368,0.000003537386,0.00005477278,0.0008482484,0.0001962009,0.00005956426,0.9688827,0.02969021,0.000007381587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07154927,0.01334915,0.06850665,0.1160434,0.002192984,0.00008696878,0.0002287274,0.0002262024,0.7278166],"genre_scores_gemma":[0.9547328,0.003157594,0.008708514,0.004997163,0.001170617,0.0001578052,0.00009874855,0.0001483864,0.02682834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009514187,"threshold_uncertainty_score":0.03182811,"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."}}