{"id":"W4391287098","doi":"","title":"On students’ ways of dealing with area and perimeter’s relation","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Relation (database); Perimeter; Computer science; Mathematics; Geometry; Database","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":[],"consensus_categories":[],"category_scores_codex":[0.004389872,0.00007195611,0.0001014571,0.0001311595,0.0003823718,0.0001018129,0.0002797247,0.00005732604,0.0000659815],"category_scores_gemma":[0.001150581,0.00006694266,0.0000267478,0.0003019187,0.0001691992,0.00007919628,0.00006816488,0.0001242586,0.000008743154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002622764,"about_ca_system_score_gemma":0.00005296247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006037545,"about_ca_topic_score_gemma":0.0004869571,"domain_scores_codex":[0.9982116,0.0009741122,0.0001650348,0.0001710889,0.000350512,0.0001276379],"domain_scores_gemma":[0.9978331,0.001213118,0.0001536376,0.0003568149,0.0003841022,0.00005927746],"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":[0.000002855693,0.00008738082,0.005367623,0.00001562303,0.000009535883,5.07351e-7,0.03650583,0.000001967847,0.0003105768,0.9538282,0.0004958737,0.003374035],"study_design_scores_gemma":[0.002680998,0.00001565183,0.08511363,0.006748945,0.0001729114,0.00001365518,0.01516373,0.01343855,0.1057696,0.6838821,0.0851938,0.001806446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7675074,0.00003138364,0.08524114,0.0155949,0.0000332784,0.0002906726,0.000003369053,0.0003993955,0.1308985],"genre_scores_gemma":[0.978827,0.0000829303,0.01894364,0.0001215928,0.000005198312,0.00001403864,0.00001525861,0.00001067389,0.00197968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2699462,"threshold_uncertainty_score":0.2940933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0458375535323222,"score_gpt":0.3016999197164638,"score_spread":0.2558623661841416,"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."}}