{"id":"W2952754201","doi":"","title":"Reflecting on Math Teaching Experience of Kindergarten Teachers","year":2012,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009320635,0.0002028351,0.0002640039,0.0008241534,0.002304896,0.002745983,0.0005151113,0.0007932656,0.004903197],"category_scores_gemma":[0.004866387,0.0002936247,0.0002433259,0.000566079,0.001187934,0.001040705,0.001829173,0.002089048,0.0006373901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726951,"about_ca_system_score_gemma":0.001178196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123119,"about_ca_topic_score_gemma":0.03061313,"domain_scores_codex":[0.99915,0.0002437952,0.00004403898,0.0001019793,0.0001387494,0.0003213662],"domain_scores_gemma":[0.9959859,0.001400588,0.0007570274,0.0001245589,0.0006359623,0.001095945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002429258,0.0003653053,0.1649617,0.0001172103,0.00001777177,0.002281974,0.7946428,0.0001100073,0.009290115,0.001212014,0.00152754,0.02523053],"study_design_scores_gemma":[0.000005240488,0.0001611863,0.1792831,0.00008742212,0.00001546646,0.0006365523,0.8093157,0.00004698252,0.001834095,0.000195095,0.008383501,0.00003572647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942642,0.0001203636,0.0001224528,0.0003147359,0.00001987906,0.000006840971,0.00003968586,0.000009047228,0.005102744],"genre_scores_gemma":[0.9932938,0.0001979375,0.000134881,0.0001089158,0.000007206423,0.000007402478,0.00003942745,0.000008288785,0.006202153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123119,"threshold_uncertainty_score":0.02448046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740929833150432,"score_gpt":0.3950797594587996,"score_spread":0.3376704611272953,"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."}}