{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006853395,0.0008227132,0.0007886476,0.002381085,0.001011369,0.003338974,0.0008354023,0.002194179,0.007577879],"category_scores_gemma":[0.0009911257,0.0003905588,0.0005763186,0.003622119,0.003641054,0.005691711,0.001664448,0.003400309,0.003761522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153808,"about_ca_system_score_gemma":0.001241722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241122,"about_ca_topic_score_gemma":0.004267428,"domain_scores_codex":[0.9997016,0.00011669,0.00002027633,0.00004714663,0.00008939089,0.00002495141],"domain_scores_gemma":[0.9994796,0.0003784407,0.0000198304,0.00002242796,0.00006335634,0.00003636365],"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":[0.00002643696,0.00008852912,0.0002113556,0.001232875,0.00002055902,0.0002445514,0.001222406,0.0005319366,0.0007506218,0.7304939,0.165423,0.09975386],"study_design_scores_gemma":[0.000003899902,0.00002039136,0.0003811548,0.000689281,0.000006678163,0.0002514933,0.0003373533,0.0002415499,0.00008982771,0.2304614,0.7675009,0.00001610568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001594479,0.8342322,0.01296094,0.02791619,0.01046166,0.00003591225,0.0001950858,0.00006091474,0.1125427],"genre_scores_gemma":[0.03704919,0.8151184,0.008799928,0.01708639,0.03373367,0.0001605906,0.0003454943,0.0001659866,0.08754026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007577879,"threshold_uncertainty_score":0.02535051,"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."}}