{"id":"W2542247123","doi":"10.1007/978-3-319-40301-4_5","title":"The Next Big Thing: How the Real Character Works","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Historical Philosophy and Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Character (mathematics); Extant taxon; Competence (human resources); Transformative learning; Literature; Epistemology; Philosophy; Sociology; Psychology; Art; Social psychology; Mathematics","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":[0.001071361,0.0005406062,0.0003035201,0.0005411402,0.004837745,0.00978207,0.0007758891,0.00234513,0.01974151],"category_scores_gemma":[0.002171847,0.000245541,0.0002558905,0.0005086382,0.01956653,0.008966824,0.0024348,0.005191973,0.003973013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721265,"about_ca_system_score_gemma":0.002470572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004896638,"about_ca_topic_score_gemma":0.008823632,"domain_scores_codex":[0.9989098,0.0006835533,0.0000171756,0.0001350973,0.0001596212,0.00009481002],"domain_scores_gemma":[0.9995396,0.0002264079,0.00002159772,0.00006470323,0.000069134,0.00007864779],"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":[0.000005364049,0.000005971568,0.00004635003,0.00002458375,0.000001415866,0.00002761925,0.007523346,0.00003786361,0.00005809278,0.9664776,0.0186654,0.007126337],"study_design_scores_gemma":[0.000005216644,0.000009635644,0.0001515195,0.0002053107,0.000003514796,0.0001268222,0.007871843,0.0001660011,0.0001667236,0.3538295,0.6374537,0.00001013342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003093361,0.005667944,0.005198942,0.0110715,0.001504104,0.00001526575,0.00003171853,0.00004457605,0.9733726],"genre_scores_gemma":[0.2899907,0.004319083,0.003466422,0.00557606,0.0008754927,0.00006612083,0.00007954403,0.0004395997,0.695187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01974151,"threshold_uncertainty_score":0.06604189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276945259349091,"score_gpt":0.2101986509420025,"score_spread":0.08250412500709342,"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."}}