{"id":"W4391757201","doi":"10.47854/fmbd4260","title":"Espoir","year":2024,"lang":"en","type":"article","venue":"Anthropen","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251467,0.001636117,0.001056366,0.002134944,0.002655665,0.007102577,0.001152259,0.002999603,0.3018975],"category_scores_gemma":[0.003564448,0.0003987778,0.001079543,0.001620965,0.001715177,0.002440765,0.00251671,0.004496616,0.1164769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475961,"about_ca_system_score_gemma":0.001579423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006223929,"about_ca_topic_score_gemma":0.005845617,"domain_scores_codex":[0.9985452,0.0003992474,0.00008258373,0.0003189431,0.0004961782,0.0001578657],"domain_scores_gemma":[0.9989744,0.0003711625,0.00009716504,0.0001635222,0.0002469113,0.0001468088],"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":[0.001134935,0.0002974136,0.002408755,0.001833724,0.0001099464,0.002859723,0.003503861,0.0007393851,0.005159174,0.1968574,0.4298316,0.3552641],"study_design_scores_gemma":[0.00002291101,0.00002769053,0.0007705516,0.0002468207,0.000006610803,0.0005817768,0.0004715654,0.00007430724,0.0004410614,0.003241912,0.9941068,0.000008024087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01025158,0.04372914,0.004160553,0.01398011,0.01673196,0.0001118528,0.002461317,0.001083896,0.9074896],"genre_scores_gemma":[0.06188686,0.02562983,0.003023885,0.004783889,0.004238118,0.0001773504,0.002046274,0.0007309521,0.8974829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3018975,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950084029812091,"score_gpt":0.3623528655210285,"score_spread":0.3428520252229076,"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."}}