{"id":"W2098610041","doi":"10.1017/s0959774304000034","title":"A Cognitive Typology for Numerical Notation","year":2004,"lang":"en","type":"article","venue":"Cambridge Archaeological Journal","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Typology; Notation; Linguistics; Epistemology; Domestication; Cognition; Sociology; Mathematics; Psychology; Philosophy; Anthropology","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":[0.003252477,0.0007451334,0.0003773324,0.006426644,0.003442965,0.007570442,0.001518141,0.00159109,0.006860867],"category_scores_gemma":[0.0111752,0.0002304008,0.0007836053,0.004013168,0.02175865,0.009366596,0.004021418,0.002097361,0.0006767081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003850755,"about_ca_system_score_gemma":0.001640824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804569,"about_ca_topic_score_gemma":0.002442372,"domain_scores_codex":[0.9946853,0.002645269,0.0003952219,0.0007626071,0.001137528,0.0003740868],"domain_scores_gemma":[0.9922438,0.003821442,0.0009162163,0.001273455,0.00132993,0.000415211],"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":[0.00001514224,0.00001334271,0.0013903,0.00004797191,0.000006864995,0.00009223393,0.006158348,0.0005482322,0.000233025,0.9808136,0.001041883,0.009639163],"study_design_scores_gemma":[0.00002116878,0.00003220836,0.002032293,0.0001161951,0.00001129853,0.000550747,0.01164325,0.007176295,0.0004992529,0.9217302,0.05614746,0.00003957693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1561745,0.001493475,0.3500143,0.006345367,0.0006878407,0.0003159994,0.0004811501,0.0004826171,0.4840047],"genre_scores_gemma":[0.9036885,0.0004667661,0.08468897,0.0004513644,0.0001429936,0.0004252917,0.0003475797,0.0001081951,0.009680379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007570442,"threshold_uncertainty_score":0.02793932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03648154099255223,"score_gpt":0.3484332668107947,"score_spread":0.3119517258182424,"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."}}