{"id":"W2893847193","doi":"10.18733/cpi29367","title":"Understanding Burdens and Developing Hope","year":2018,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Mental health; Work (physics); Addiction; Psychology; Social psychology; Psychotherapist; Psychiatry; Engineering","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":[0.006565086,0.0004802597,0.0004045177,0.001386593,0.004534754,0.009728167,0.0009628411,0.001802779,0.002535632],"category_scores_gemma":[0.01178075,0.0004612375,0.0006679434,0.000451047,0.01732445,0.009890617,0.008549624,0.008940827,0.0003310658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601155,"about_ca_system_score_gemma":0.002824658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981028,"about_ca_topic_score_gemma":0.002780525,"domain_scores_codex":[0.9961571,0.002355361,0.0001204816,0.0001940157,0.0006387578,0.0005341959],"domain_scores_gemma":[0.9945536,0.002573565,0.001054498,0.0003617475,0.0004274548,0.001029238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007496022,0.0002055949,0.01973667,0.0002571243,0.00005516383,0.001533961,0.6107321,0.0003891455,0.001185215,0.2900249,0.01452681,0.06127841],"study_design_scores_gemma":[0.00003872822,0.000157089,0.02163334,0.0007877543,0.0000535693,0.002197815,0.5943119,0.001030133,0.0009880261,0.2816908,0.09700342,0.0001073861],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6379752,0.01342128,0.01985876,0.1299659,0.001851858,0.0002172974,0.0001451604,0.0001633655,0.1964011],"genre_scores_gemma":[0.9863414,0.003018571,0.002888936,0.002422672,0.0001400446,0.00006510445,0.00003748566,0.00003265463,0.005053049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009728167,"threshold_uncertainty_score":0.03471988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7874532891689111,"score_gpt":0.5035478963074218,"score_spread":0.2839053928614893,"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."}}