{"id":"W4244471812","doi":"10.7202/1071142ar","title":"Conceptual Finesse","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Narrative Theory and Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Finesse; Computer science; Physics; Optics; Laser","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004033545,0.0007615983,0.0004401544,0.003579779,0.006288323,0.01354895,0.001735286,0.002393775,0.0323061],"category_scores_gemma":[0.008803925,0.0003218699,0.0005313116,0.002352659,0.02468987,0.01087736,0.006563236,0.004294157,0.003583684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005382656,"about_ca_system_score_gemma":0.005108701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424464,"about_ca_topic_score_gemma":0.00424448,"domain_scores_codex":[0.9957838,0.002431818,0.000152298,0.0004861935,0.0008057056,0.0003403004],"domain_scores_gemma":[0.9970267,0.001053663,0.0001636711,0.0006750412,0.0008018044,0.0002791434],"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":[0.000001889743,0.000004463113,0.0000428381,0.00001048239,9.874939e-7,0.00001681023,0.003357931,0.00001515429,0.00002398961,0.9922198,0.001698059,0.002607599],"study_design_scores_gemma":[0.000008437205,0.000009503454,0.0002710701,0.0001647981,0.000006618536,0.0001686477,0.01404498,0.0002811904,0.0001613262,0.7310047,0.2538707,0.000008041921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01248934,0.001818336,0.03927451,0.01957919,0.001411244,0.0001520481,0.0001686331,0.00010534,0.9250014],"genre_scores_gemma":[0.7984529,0.001879237,0.01766278,0.004480529,0.0007028208,0.0004803952,0.0003808693,0.00022855,0.1757319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0323061,"threshold_uncertainty_score":0.1080747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08009516316315816,"score_gpt":0.2156738431829427,"score_spread":0.1355786800197846,"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."}}