{"id":"W4391371235","doi":"10.55016/ojs/ajer.v62i2.56197","title":"Early Years Students’ Relationships with Mathematics","year":2016,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mathematics education; Psychology; Educational research; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006422535,0.0001998728,0.0002346671,0.0009943589,0.000804115,0.002125086,0.0006158727,0.0004333637,0.004025046],"category_scores_gemma":[0.004682707,0.0001677616,0.0002444865,0.0009512134,0.0005860589,0.0005616939,0.0012306,0.001296028,0.0003130996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105944,"about_ca_system_score_gemma":0.001080767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07012579,"about_ca_topic_score_gemma":0.1495388,"domain_scores_codex":[0.9994932,0.0001004478,0.00003790378,0.00004928005,0.0001899927,0.0001290622],"domain_scores_gemma":[0.9958382,0.000755275,0.00140414,0.0001348778,0.0005354744,0.001331985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002834369,0.000138432,0.9862741,0.000009565088,0.00001743374,0.0001088454,0.00589525,0.00006822864,0.000283767,0.0002600139,0.0002346345,0.006681414],"study_design_scores_gemma":[9.647575e-7,0.00003173739,0.9936725,0.00001121316,0.000005865102,0.00004093441,0.005507845,0.00006278097,0.0000761726,0.00005083421,0.0005341123,0.000005063866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985861,0.00006472367,0.00002191275,0.00007709581,0.000002616888,0.000001956985,0.00003267316,0.000002241512,0.001210653],"genre_scores_gemma":[0.998899,0.00008751323,0.00003438086,0.0000120104,0.000001649274,0.000002093856,0.00006108428,0.000001080936,0.0009012065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07012579,"threshold_uncertainty_score":0.1394352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395524407498226,"score_gpt":0.4227078975409737,"score_spread":0.2831554567911511,"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."}}