{"id":"W4415045309","doi":"10.7202/1118984ar","title":"Choosing to Live, Choosing to Dream, Choosing to Survive","year":2024,"lang":"en","type":"article","venue":"Sens public","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Ukrainian; Spanish Civil War; First world war","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005241346,0.0003551425,0.0003270125,0.0008042426,0.0002863946,0.0007189506,0.0005240409,0.0001989368,0.00141724],"category_scores_gemma":[0.00005876034,0.000367482,0.0001492776,0.002044545,0.00003609152,0.0002054505,0.0001200299,0.0003940499,0.004460678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478195,"about_ca_system_score_gemma":0.00007687079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005991567,"about_ca_topic_score_gemma":0.0002107816,"domain_scores_codex":[0.9971332,0.0001140716,0.0004464674,0.00107223,0.0002956707,0.0009383422],"domain_scores_gemma":[0.9979283,0.0001477326,0.00005516367,0.001041863,0.0001510796,0.0006758165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006861755,0.0003721227,0.000885052,0.00003986791,0.000246195,0.00005168684,0.01872365,0.00002712673,0.05153923,0.04076364,0.5281916,0.3590913],"study_design_scores_gemma":[0.0001842805,0.0001710696,0.007056383,0.000197406,0.00002109775,0.00005110099,0.0008691447,0.00007403525,0.001361837,0.00116388,0.9882736,0.0005761659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6063614,0.001185097,0.1108504,0.1068704,0.004231249,0.003521405,0.0002253786,0.003722389,0.1630323],"genre_scores_gemma":[0.9607174,0.00002605124,0.01488376,0.01238285,0.001437958,0.0005068249,0.00003989285,0.0002019153,0.009803346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.460082,"threshold_uncertainty_score":0.9998777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706176815191097,"score_gpt":0.3817569866622773,"score_spread":0.3346952185103663,"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."}}