{"id":"W4205852539","doi":"10.1093/oso/9780197563564.001.0001","title":"Hope Under Oppression","year":2021,"lang":"en","type":"book","venue":"","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Oppression; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0004876977,0.0004360602,0.0002994087,0.0005512736,0.002689708,0.004235909,0.0003460391,0.0009863437,0.009162174],"category_scores_gemma":[0.001154256,0.0001354831,0.0003027909,0.0004222041,0.009234578,0.003616266,0.002305573,0.00376313,0.002139895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301775,"about_ca_system_score_gemma":0.001907873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700133,"about_ca_topic_score_gemma":0.002828136,"domain_scores_codex":[0.9995042,0.0002294007,0.000008574109,0.00003923753,0.0001448553,0.00007362314],"domain_scores_gemma":[0.9996659,0.0001536578,0.00002454781,0.00002660501,0.00004861343,0.0000807596],"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":[0.00001536676,0.00002319294,0.0001146845,0.0001108992,0.000004050335,0.0001724774,0.006781376,0.0001309157,0.0001554075,0.816029,0.1457613,0.03070141],"study_design_scores_gemma":[0.00000404431,0.00002118582,0.0003008052,0.0004106551,0.000003640238,0.0002769144,0.003355022,0.00009753229,0.0001044532,0.1226941,0.8727246,0.00000707506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003260965,0.03368704,0.001786987,0.02119356,0.003312117,0.00003019536,0.000035012,0.00004947203,0.9366447],"genre_scores_gemma":[0.2232507,0.04380566,0.00178709,0.01606417,0.002352165,0.0001223794,0.00009340187,0.0001222894,0.7124022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009162174,"threshold_uncertainty_score":0.03065056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345397663117626,"score_gpt":0.3083244595527562,"score_spread":0.28487048292158,"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."}}