{"id":"W4383040486","doi":"10.23943/princeton/9780691233222.003.0001","title":"Introduction","year":2022,"lang":"en","type":"book-chapter","venue":"Princeton University Press eBooks","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Narrative; Subordination (linguistics); Normative; Sociology; Epistemology; Aesthetics; Psychology; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007890516,0.0006115626,0.0004445607,0.001041473,0.003060068,0.005535545,0.001437486,0.00264976,0.3221183],"category_scores_gemma":[0.002786638,0.0002155869,0.000370979,0.001329839,0.001925004,0.003939037,0.003003499,0.002292568,0.1173512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764904,"about_ca_system_score_gemma":0.002373328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005057649,"about_ca_topic_score_gemma":0.005961434,"domain_scores_codex":[0.999009,0.0002075567,0.00004157449,0.0002311438,0.0003850268,0.0001256769],"domain_scores_gemma":[0.9992543,0.0001853402,0.00004361019,0.0001113076,0.0002834441,0.0001220977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003598796,0.00003620828,0.0003972538,0.0002129118,0.000003483384,0.0002120379,0.003414615,0.0001110888,0.0002592119,0.398521,0.4938007,0.1029955],"study_design_scores_gemma":[0.000001059371,0.000004612529,0.0001239029,0.00008394683,5.787551e-7,0.00007507519,0.000384618,0.00001341632,0.00003178851,0.006136459,0.9931424,0.000002072195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008599173,0.003250775,0.00203677,0.006680177,0.002138896,0.00005255529,0.0007003617,0.0001872756,0.9840933],"genre_scores_gemma":[0.01721847,0.004435241,0.002269259,0.004001019,0.000816395,0.00009323331,0.00110397,0.0002044631,0.969858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3221183,"threshold_uncertainty_score":0.966916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894469925423803,"score_gpt":0.1724938632394178,"score_spread":0.1435491639851797,"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."}}