{"id":"W2901504522","doi":"10.1007/978-3-030-04263-9_8","title":"The Quantum Formalism in Social Science: A Brief Excursion","year":2018,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Excursion; Formalism (music); Theoretical physics; Quantum; Quantum mechanics; Physics; Computer science; Statistical physics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006003232,0.0002163632,0.0002431237,0.0001589692,0.0008092019,0.00006742689,0.0004914608,0.00005410306,0.0001167533],"category_scores_gemma":[0.00001812931,0.0001756031,0.00008463347,0.0002058401,0.001180397,0.00008947208,0.0003244774,0.0003274955,0.0001154741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145653,"about_ca_system_score_gemma":0.0002019139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001650158,"about_ca_topic_score_gemma":0.00001376605,"domain_scores_codex":[0.9983911,0.00001301007,0.0004913816,0.0003879467,0.0004196278,0.0002969382],"domain_scores_gemma":[0.9988473,0.0003421221,0.0002183006,0.0001628061,0.0003980215,0.0000314372],"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":[0.000005712363,0.00001916834,0.0000115228,0.000006712561,0.00002214543,8.192758e-7,0.001246468,0.0001571313,7.136123e-7,0.9888257,0.001002663,0.008701287],"study_design_scores_gemma":[0.00005216807,0.00002582758,0.00003798709,0.0001137775,0.000006521419,6.676272e-7,0.001045535,0.01204044,0.0000111829,0.9570943,0.02938796,0.000183623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006071856,0.004534076,0.2015581,0.003717626,0.004541961,0.002862894,0.0003736519,0.0001077495,0.7762321],"genre_scores_gemma":[0.9914979,0.0002016596,0.0002798107,0.00008806622,0.0007710502,0.0001032156,0.00003855789,0.00002750073,0.006992248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.985426,"threshold_uncertainty_score":0.7160885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0720775294383719,"score_gpt":0.3763218860954126,"score_spread":0.3042443566570406,"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."}}