{"id":"W3161538699","doi":"10.31234/osf.io/vme6c","title":"Culture and Wisdom","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Situated; Construct (python library); Humanity; Affordance; Strict constructionism; Perspective (graphical); Cultural psychology; Expression (computer science); Epistemology; Meaning (existential); Psychology; Sociology; Social psychology; Cognitive psychology; Philosophy","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":[0.002051547,0.0002733826,0.0004864872,0.001149234,0.00340612,0.006358995,0.000641197,0.001433161,0.00524626],"category_scores_gemma":[0.005798374,0.0001256902,0.0002309352,0.001149266,0.01713813,0.004776882,0.003276486,0.001958953,0.0008218361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966296,"about_ca_system_score_gemma":0.001953995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376009,"about_ca_topic_score_gemma":0.002780889,"domain_scores_codex":[0.9983455,0.0008105123,0.0001029773,0.0002634969,0.0002989447,0.00017863],"domain_scores_gemma":[0.9966259,0.001767701,0.000500111,0.000296089,0.0004092639,0.0004010236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004764413,0.00003584284,0.004185029,0.0004684202,0.00004467364,0.0003614716,0.03280779,0.0004000036,0.0004014926,0.8502766,0.01028041,0.1006906],"study_design_scores_gemma":[0.00001672333,0.0000621634,0.007614357,0.001112149,0.00003255432,0.0007586404,0.01726083,0.0001804469,0.0003718547,0.6667278,0.3058148,0.00004761726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1371228,0.08612979,0.01015763,0.05308879,0.0017999,0.00004892352,0.0001636914,0.00008275406,0.7114057],"genre_scores_gemma":[0.9419453,0.03084543,0.002728732,0.005192515,0.0005513615,0.00003560015,0.00006896875,0.00003486593,0.01859721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006358995,"threshold_uncertainty_score":0.01755047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0664268330364401,"score_gpt":0.4308061143563115,"score_spread":0.3643792813198714,"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."}}