{"id":"W2893206937","doi":"10.18733/cpi29369","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":"Service (business); Service provider; Computer science; Sexual assault; World Wide Web; Computer security; Human–computer interaction; Internet privacy; Telecommunications; Business; Medicine; Marketing; Medical emergency","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":[0.003997653,0.0004982081,0.0002728946,0.0009311519,0.006168667,0.007980146,0.0008570024,0.002003111,0.007947767],"category_scores_gemma":[0.01053985,0.0003514297,0.0004559213,0.0004925496,0.02447989,0.008948546,0.006542875,0.00694741,0.000756851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003536486,"about_ca_system_score_gemma":0.002353706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214011,"about_ca_topic_score_gemma":0.003359488,"domain_scores_codex":[0.9967439,0.002485849,0.00004681376,0.0001560005,0.000282538,0.0002848642],"domain_scores_gemma":[0.9961246,0.002435762,0.0004090514,0.0002589475,0.0002465128,0.0005251598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004252516,0.00004304761,0.00163789,0.0001454649,0.0000130661,0.0005976053,0.4742661,0.000250451,0.0005656637,0.4765582,0.02457201,0.02130808],"study_design_scores_gemma":[0.00003212279,0.00007658121,0.003079139,0.0006088776,0.0000178304,0.0008716427,0.3988645,0.0006369604,0.0005711326,0.335866,0.259321,0.00005422399],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2343165,0.00885406,0.03391652,0.1542756,0.002118489,0.0002250285,0.0001586391,0.0002881097,0.5658471],"genre_scores_gemma":[0.9755571,0.002140657,0.003636453,0.003175711,0.0001453032,0.0001064441,0.00004013571,0.00006905237,0.01512923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007980146,"threshold_uncertainty_score":0.02658796,"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."}}