{"id":"W4210289154","doi":"10.3389/fnrgo.2021.751354","title":"An Exploratory Study of Physiological Linkage Among Strangers","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroergonomics","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Linkage (software); Exploratory research; Psychology; Biology; Genetics; Sociology; Gene; Anthropology","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":[0.0002300744,0.0001201232,0.0002675074,0.0002033928,0.0001152187,0.000006672723,0.0003941414,0.00004997535,0.00042876],"category_scores_gemma":[0.000005142731,0.0001364632,0.00008180404,0.0002130289,0.00007937057,0.0001069915,0.00008312974,0.000492489,0.000004614372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008570369,"about_ca_system_score_gemma":0.00002641924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500269,"about_ca_topic_score_gemma":0.0001152501,"domain_scores_codex":[0.9982146,0.0006047352,0.0004459649,0.0003637434,0.00009279788,0.0002781322],"domain_scores_gemma":[0.9992825,0.00001387257,0.0001502259,0.0004374578,0.0000139004,0.0001020145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009187017,0.0118669,0.9242887,0.00001484316,0.00004404963,0.0001371202,0.01469634,0.002934981,0.0002621847,0.0002253682,0.03007258,0.01453825],"study_design_scores_gemma":[0.001514571,0.004563663,0.9356904,0.000003401048,0.00001933812,0.000001551471,0.0566682,0.0004430533,0.00001112801,0.00007258111,0.0008430561,0.0001690693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956507,0.00009578672,0.00007253471,0.00001429186,0.00338969,0.000465818,0.0000512366,0.00004031026,0.0002196155],"genre_scores_gemma":[0.9992685,0.000006894857,0.0001561282,0.0001200033,0.00004492198,0.0002568219,0.00002162597,0.00002278858,0.0001022807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04197185,"threshold_uncertainty_score":0.5564808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05826552951397947,"score_gpt":0.3418840519685503,"score_spread":0.2836185224545709,"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."}}