{"id":"W2042457156","doi":"10.1037/a0017756","title":"The relationship between adults’ conceptual understanding of inversion and associativity.","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Associative property; Computer science; Psychology; Mathematics; Pure mathematics; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001365843,0.000237356,0.0004128369,0.0002379993,0.0004439584,0.0000458602,0.0004922395,0.000233865,0.0001563113],"category_scores_gemma":[0.002055985,0.0002014659,0.000142826,0.0002281047,0.001179,0.000190369,0.00004745442,0.0006745502,0.00000729649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005838188,"about_ca_system_score_gemma":0.0002396439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005364378,"about_ca_topic_score_gemma":0.02253128,"domain_scores_codex":[0.9980063,0.000152324,0.0007385152,0.0002908235,0.0001252818,0.00068678],"domain_scores_gemma":[0.9958754,0.00227602,0.000581385,0.0003015779,0.0001027243,0.0008629231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002768351,0.0003737157,0.7012106,0.00006021669,0.0003705958,0.000287897,0.03043735,1.235708e-7,0.02697451,0.1981343,0.04018318,0.001690589],"study_design_scores_gemma":[0.006409736,0.001944602,0.3329281,0.0007083985,0.0001479356,0.00105314,0.1248935,0.000005994274,0.0209825,0.5069862,0.002970434,0.0009693906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99054,0.0003553024,0.0002573998,0.00198595,0.0008874334,0.0002720658,0.00004035109,0.00001005598,0.005651466],"genre_scores_gemma":[0.9964464,0.00001014514,0.002858036,0.0003830013,0.0001501746,0.000008914681,0.000005064443,0.00002806138,0.000110181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682825,"threshold_uncertainty_score":0.995305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303382016559959,"score_gpt":0.351016906909368,"score_spread":0.2206787052533721,"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."}}