{"id":"W4292807642","doi":"","title":"Hope.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; World Wide Web; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006964909,0.0009071477,0.00075766,0.003111275,0.001721388,0.005225061,0.001027332,0.001966618,0.6471551],"category_scores_gemma":[0.003720777,0.0005915316,0.0005484926,0.002719703,0.000602462,0.003112833,0.002222866,0.002043728,0.4687093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008462673,"about_ca_system_score_gemma":0.002083542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838643,"about_ca_topic_score_gemma":0.01176685,"domain_scores_codex":[0.9995166,0.00008001456,0.00004963372,0.00006691564,0.0002109686,0.0000757887],"domain_scores_gemma":[0.9983552,0.0002464001,0.0001371967,0.000142914,0.000525039,0.0005930871],"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":[0.00004198074,0.00002996242,0.000304685,0.0003478005,0.000004760297,0.00006021492,0.0001009952,0.00001486989,0.00007373262,0.005311243,0.8319334,0.1617764],"study_design_scores_gemma":[0.00002505509,0.0000174346,0.001413968,0.0003268874,0.000005562965,0.0001266991,0.0001395484,0.00001923059,0.00005796185,0.002526596,0.9953316,0.000009332673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006134249,0.01616536,0.0004106202,0.008441751,0.003090519,0.0001364927,0.01098424,0.001165759,0.9589919],"genre_scores_gemma":[0.00559497,0.01305409,0.0007297387,0.003433156,0.001425645,0.0002242669,0.004848988,0.0003525005,0.9703367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3528449,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742398763502005,"score_gpt":0.2919455976393314,"score_spread":0.2545216100043113,"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."}}