{"id":"W7147107890","doi":"10.29173/bluejay6416","title":"A Wild Sign of Hope","year":2025,"lang":"","type":"article","venue":"Blue Jay","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003333163,0.0002669437,0.0004454226,0.0004923104,0.003653561,0.006674993,0.0005317038,0.001774831,0.01049867],"category_scores_gemma":[0.01056358,0.0002003074,0.0002233599,0.0004413011,0.01218216,0.005348786,0.003603312,0.01183269,0.0008675796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117339,"about_ca_system_score_gemma":0.00255312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377758,"about_ca_topic_score_gemma":0.007771004,"domain_scores_codex":[0.9983432,0.0009855421,0.00002868474,0.0001167463,0.0003676906,0.0001580141],"domain_scores_gemma":[0.9941494,0.002192757,0.0004732556,0.0004430046,0.0007139045,0.002027662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001683135,0.0001304846,0.00614918,0.0001729249,0.00007873122,0.000252176,0.01716422,0.0001208775,0.0004126862,0.7683471,0.1528172,0.05418608],"study_design_scores_gemma":[0.0000867554,0.0001625761,0.01606752,0.001022432,0.00005850563,0.0009610226,0.05137318,0.0004062467,0.0004147286,0.4758308,0.4535069,0.0001094198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05403988,0.03333882,0.00270687,0.6890342,0.009252574,0.00002364515,0.0001199779,0.00007123845,0.2114128],"genre_scores_gemma":[0.865184,0.01274788,0.002684776,0.07176708,0.002228204,0.00005502512,0.00004741354,0.00006645847,0.04521907],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01049867,"threshold_uncertainty_score":0.03512156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105200007999372,"score_gpt":0.2949031658451874,"score_spread":0.2838511657651936,"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."}}