{"id":"W7160736013","doi":"","title":"COVID-19 Experiences in Canada and Germany: A Novel Network Approach to Capture Cognition and Affect","year":2023,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Affect (linguistics); Cognition; Perception; German; Sample (material); Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446874,0.0005509873,0.0003591312,0.003381857,0.004174344,0.002504255,0.0009180791,0.0004242164,0.003467537],"category_scores_gemma":[0.003694371,0.0002373129,0.0003386198,0.005051508,0.001494732,0.0009055996,0.001865929,0.0005928608,0.0001953941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02292037,"about_ca_system_score_gemma":0.0136773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.946784,"about_ca_topic_score_gemma":0.9628941,"domain_scores_codex":[0.9991004,0.0002749821,0.00002355237,0.0001706742,0.0001559941,0.00027427],"domain_scores_gemma":[0.9981449,0.0007442427,0.0002502711,0.0001008344,0.0004410872,0.000318783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000831362,0.0003084062,0.3815885,0.000716875,0.0002059103,0.001237611,0.4411112,0.006220444,0.008774605,0.0184674,0.007815363,0.1327223],"study_design_scores_gemma":[0.0000543201,0.0001282316,0.6145017,0.0001902956,0.0001179078,0.0001581913,0.3301309,0.01199121,0.002416421,0.004262528,0.03586952,0.0001787238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839574,0.0002222035,0.004204409,0.0003047801,0.00001849494,0.0002260473,0.001661205,0.0000357534,0.009369549],"genre_scores_gemma":[0.9915169,0.0002123079,0.004624011,0.00008967351,0.000007639393,0.0002935972,0.0008463836,0.00001892346,0.002390423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05321604,"threshold_uncertainty_score":0.1662997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275762180541997,"score_gpt":0.2610953111602122,"score_spread":0.2383376893547923,"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."}}