{"id":"W3002482731","doi":"10.1007/s11422-019-09968-1","title":"The resurgence of everyday experiences in school science learning activities","year":2020,"lang":"en","type":"article","venue":"Cultural Studies of Science Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Helsingin Yliopisto","keywords":"Science education; Embodied cognition; Learning sciences; Narrative; Sociology of Education; Concept learning; Everyday life; Set (abstract data type); Psychology; Interpretation (philosophy); Epistemology; Sociology; Pedagogy; Mathematics education; Experiential learning; Computer science","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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004036054,0.00008869071,0.0001608159,0.0001534249,0.003398238,0.000153664,0.001221013,0.00002317579,0.00004546125],"category_scores_gemma":[0.02013962,0.00005901202,0.00003542096,0.004539092,0.02186872,0.001987532,0.0001402973,0.0001564435,0.000006237812],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467639,"about_ca_system_score_gemma":0.006216456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009159785,"about_ca_topic_score_gemma":0.0003578371,"domain_scores_codex":[0.997553,0.0001574723,0.0003437115,0.0003524872,0.001183046,0.0004103074],"domain_scores_gemma":[0.9979391,0.000419695,0.0003033472,0.0001399355,0.0009961608,0.0002017989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000116297,0.0000440993,0.03240119,0.00001205723,0.000002414196,4.724483e-8,0.9176188,0.0000484323,0.02066615,0.01389892,0.0008211135,0.01447516],"study_design_scores_gemma":[0.00003251469,0.00004047352,0.02507874,0.00003630263,0.000001825181,2.12869e-7,0.9587576,0.00002750142,0.009852661,0.0002055743,0.00588651,0.00008004818],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806898,0.001399433,0.000002521208,0.008525982,0.001795412,0.0001898888,2.5169e-7,0.00001630189,0.007380437],"genre_scores_gemma":[0.9978188,0.001211544,0.0001507198,0.0001195297,0.0001636472,0.00003749918,1.534177e-7,0.000001761741,0.0004964038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04113885,"threshold_uncertainty_score":0.9994174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1673154818620819,"score_gpt":0.4709605284106193,"score_spread":0.3036450465485374,"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."}}