{"id":"W4312254777","doi":"10.4103/0019-5545.341562","title":"Free Papers Compiled","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychology; Flexibility (engineering); Work (physics); Quarter (Canadian coin); Informed consent; Index (typography); Medical education; Medicine; Alternative medicine; Management; Psychiatry; Engineering; Computer science; World Wide Web; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009231981,0.0001067612,0.0003249186,0.0004585695,0.0001839384,0.00003497307,0.0006706883,0.0000452717,0.003779864],"category_scores_gemma":[0.0001559579,0.0001258521,0.0002229108,0.0002975257,0.00003259828,0.0001394954,0.00009917313,0.0005511896,0.00007407091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226426,"about_ca_system_score_gemma":0.0002454741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003104277,"about_ca_topic_score_gemma":0.0000227496,"domain_scores_codex":[0.9987123,0.00003368481,0.0007669918,0.0001468219,0.0000891114,0.0002510613],"domain_scores_gemma":[0.9985092,0.00005311601,0.0009370718,0.0003155429,0.00001844277,0.0001666195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001179294,0.0002433843,0.8289171,0.00003743971,0.000211477,0.0001199321,0.002327358,0.0009246382,0.00002452479,0.0505079,0.1155378,0.001030502],"study_design_scores_gemma":[0.004803947,0.0008670114,0.1493679,0.00003951526,0.00002387961,0.0009921993,0.001772068,0.00006335961,0.000008164628,0.2298615,0.6116953,0.0005050267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206798,0.007129212,0.0002918008,0.02936629,0.01242688,0.0001682068,0.000493451,0.00002659004,0.02941778],"genre_scores_gemma":[0.9937431,0.00003774782,0.001091294,0.004248569,0.0005350423,0.000002575729,0.000002422896,0.00002341371,0.0003158456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6795492,"threshold_uncertainty_score":0.9971308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171282677590066,"score_gpt":0.2368692200764897,"score_spread":0.215156393300589,"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."}}