{"id":"W6962772898","doi":"10.17605/osf.io/nj3pt","title":"Multimodal assessment of acute stress dynamics using an Aversive Video Paradigm (AVP)","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trier social stress test; Stressor; Anxiety; Heart rate variability; Fight-or-flight response; Stress (linguistics); Task (project management); Affect (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001681148,0.0007239232,0.001048196,0.001197006,0.0002892188,0.001795316,0.008239598,0.0007500954,0.002637845],"category_scores_gemma":[0.0001729954,0.0006858194,0.0001793605,0.00370287,0.00246342,0.001299278,0.003256039,0.001384216,0.001406157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672754,"about_ca_system_score_gemma":0.002459814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629003,"about_ca_topic_score_gemma":0.0007541976,"domain_scores_codex":[0.9937923,0.0001867895,0.0005858047,0.002140993,0.002219717,0.001074371],"domain_scores_gemma":[0.9953636,0.0001124562,0.0009785636,0.002846459,0.0001847868,0.0005141575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003803005,0.005742463,0.02110364,0.001924532,0.005597278,0.002432546,0.01067082,0.0269442,0.01021389,0.6728174,0.2307837,0.0113892],"study_design_scores_gemma":[0.001478968,0.0008066824,0.002361414,0.02349915,0.00259803,0.0001055903,0.003638079,0.8728478,0.0009865386,0.03488325,0.05147669,0.005317789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.007280881,0.0003157041,0.04849022,0.0002315702,0.006911685,0.005761308,0.01617885,0.0005946644,0.9142351],"genre_scores_gemma":[0.1239241,0.00007595734,0.7154721,0.0002333371,0.0007515454,0.0001274016,0.0003827064,0.003438669,0.1555941],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8459036,"threshold_uncertainty_score":0.9995593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355661403683597,"score_gpt":0.4070303134742957,"score_spread":0.3734736994374597,"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."}}