{"id":"W4200468154","doi":"10.1017/s0140525x21001503","title":"Numbers, numerosities, and new directions","year":2021,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Natural (archaeology); Rational number; Rational agent; Natural number; Sense (electronics)","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":[0.02586427,0.0007543931,0.001118369,0.002475183,0.003222123,0.007729647,0.003070243,0.008174356,0.01024278],"category_scores_gemma":[0.06106425,0.0003640349,0.0007893363,0.001895181,0.04001696,0.02542385,0.003897308,0.01833748,0.002136717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004231875,"about_ca_system_score_gemma":0.002816109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836832,"about_ca_topic_score_gemma":0.00250819,"domain_scores_codex":[0.9893836,0.005053816,0.000672569,0.002026935,0.002390078,0.0004729741],"domain_scores_gemma":[0.9203159,0.05680179,0.003704473,0.005194213,0.01238967,0.00159386],"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":[0.00007777935,0.00001257589,0.0004426326,0.0001789919,0.0000130152,0.0001785411,0.002887421,0.00015478,0.0001346293,0.9570987,0.02839123,0.01042974],"study_design_scores_gemma":[0.00002438899,0.00002632699,0.0009328941,0.0005753536,0.00001406085,0.0002583865,0.004452257,0.0005962166,0.0003802857,0.7821646,0.2105067,0.00006849338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005297385,0.02078752,0.01158832,0.9149129,0.01532501,0.00001510312,0.0001294207,0.00007748586,0.03186689],"genre_scores_gemma":[0.5747871,0.04722688,0.01543777,0.2742116,0.05960084,0.0003068454,0.0002629052,0.000330263,0.02783588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02586427,"threshold_uncertainty_score":0.136785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050865980130367,"score_gpt":0.3646430699877238,"score_spread":0.2595564719746871,"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."}}