{"id":"W3161315319","doi":"10.5964/jnc.6057","title":"Pick the smaller number: No influence of linguistic markedness on three-digit number processing","year":2021,"lang":"en","type":"article","venue":"Journal of Numerical Cognition","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Markedness; Arabic numerals; Compatibility (geochemistry); Numerical digit; Arithmetic; Cognition; Computer science; Clef; Numeral system; Linguistics; Psychology; Cognitive psychology; Natural language processing; Mathematics; Task (project management)","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":[0.001242007,0.0003994893,0.0004525574,0.0002713235,0.000327948,0.0009799009,0.000465712,0.000513588,0.008310051],"category_scores_gemma":[0.01527149,0.0003193174,0.0002051082,0.0001257732,0.0009612014,0.001050625,0.001487561,0.0006787911,0.001008233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542131,"about_ca_system_score_gemma":0.0004257587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042252,"about_ca_topic_score_gemma":0.001243744,"domain_scores_codex":[0.9984956,0.000262739,0.0001682325,0.0006059763,0.0003816973,0.00008573675],"domain_scores_gemma":[0.9917532,0.005253731,0.001260011,0.0009276588,0.0003747616,0.0004306042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007590493,0.0009324967,0.02618277,0.0008642072,0.00009824232,0.0005570267,0.004878924,0.0002570315,0.9185435,0.002229837,0.0005325054,0.03733302],"study_design_scores_gemma":[0.0006843349,0.004522218,0.8152602,0.0001904113,0.0004208031,0.00249783,0.001639036,0.003962895,0.1487672,0.01271927,0.009129949,0.0002059044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927046,0.0001245048,0.002157418,0.00007858347,0.00004241606,0.00003137467,0.0001459408,0.00005014696,0.004665044],"genre_scores_gemma":[0.9943755,0.0000625437,0.00349718,0.0001854072,0.00001924786,0.00008471504,0.0002137464,0.0001307224,0.001431008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008310051,"threshold_uncertainty_score":0.0277999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03308963458533912,"score_gpt":0.3163927195738503,"score_spread":0.2833030849885112,"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."}}