{"id":"W3112725257","doi":"","title":"Teaching With Hope During Less Hopeful Times","year":2020,"lang":"en","type":"article","venue":"Lex Electronica","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epistemology; Philosophy","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":[0.001101185,0.0001131916,0.0001864676,0.0002313394,0.001051826,0.002322034,0.0002638922,0.000581991,0.03015872],"category_scores_gemma":[0.005217984,0.00008363063,0.0002005596,0.0001876741,0.001287554,0.001395058,0.001330666,0.002519797,0.002991945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007709027,"about_ca_system_score_gemma":0.0008644134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002984762,"about_ca_topic_score_gemma":0.001568289,"domain_scores_codex":[0.9996997,0.0001467538,0.000007448343,0.00001754403,0.00005075564,0.00007781318],"domain_scores_gemma":[0.9976902,0.0007488565,0.0002828173,0.0001128547,0.00007205856,0.001093248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001248592,0.003380853,0.02140738,0.0005988974,0.00006495191,0.001246632,0.02884851,0.000571878,0.004703522,0.1047904,0.230259,0.6028793],"study_design_scores_gemma":[0.0005107267,0.001577545,0.1013339,0.001349844,0.00009813652,0.00323027,0.06962401,0.001730502,0.004620989,0.2211497,0.5946749,0.00009932314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5203155,0.00917349,0.007078415,0.08974963,0.007082152,0.0001403508,0.0002418031,0.000627597,0.365591],"genre_scores_gemma":[0.9535794,0.001667022,0.001664035,0.002452707,0.0005727956,0.00005274679,0.00005291396,0.00007425327,0.03988414],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03015872,"threshold_uncertainty_score":0.100891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057911836326834,"score_gpt":0.2545166617766655,"score_spread":0.2439375434133972,"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."}}