{"id":"W7154575905","doi":"10.48448/9yvv-zr50","title":"Units of representation: Children’s perception of number in the “connectedness illusion”","year":2025,"lang":"","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social connectedness; Perception; Cardinality (data modeling); Representation (politics); Task (project management); Spatial relation; Illusion","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":["metaepi_narrow","bibliometrics","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005177082,0.0007626241,0.001158622,0.002910047,0.0004990735,0.0001524145,0.004146978,0.000530816,0.01367836],"category_scores_gemma":[0.003152846,0.0006032419,0.0001864795,0.0219987,0.008078273,0.000737004,0.0009558656,0.000937335,0.00116947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006149336,"about_ca_system_score_gemma":0.005246841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005164642,"about_ca_topic_score_gemma":0.001710267,"domain_scores_codex":[0.9904284,0.001220871,0.002106468,0.00179126,0.003518467,0.0009345696],"domain_scores_gemma":[0.9918181,0.0006853433,0.002098021,0.00250201,0.00274117,0.0001553427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001015853,0.01037126,0.490568,0.001733821,0.0007293619,0.0000640451,0.08710141,0.01440706,0.1096951,0.1358321,0.03192458,0.1165574],"study_design_scores_gemma":[0.005610091,0.0005180162,0.8939344,0.005739552,0.0007406621,0.000197471,0.05884932,0.01975676,0.003562722,0.004928408,0.003900335,0.002262267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6891308,0.0002766522,0.001230839,0.0009125115,0.001669206,0.004153288,0.001100767,0.0001048327,0.3014211],"genre_scores_gemma":[0.9802382,0.0002439862,0.0017094,0.0001682704,0.000238337,0.00003811775,0.0002620392,0.0001733541,0.01692827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4033664,"threshold_uncertainty_score":0.9996419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781160306786809,"score_gpt":0.3276973800839705,"score_spread":0.2998857770161024,"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."}}