{"id":"W1907147097","doi":"10.20308/ejpe.93516","title":"At the very root of the development of interest: using human body contexts to improve women’s emotional engagement in introductory physics","year":2014,"lang":"en","type":"article","venue":"European Journal Of Physics Education","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Curriculum; Root (linguistics); Action (physics); Mathematics education; Psychology; Student engagement; Pedagogy; Physics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004991785,0.0003125768,0.0004107575,0.0002081667,0.0005815507,0.0006817657,0.0002782535,0.0002998733,0.00502552],"category_scores_gemma":[0.001742649,0.000136342,0.0002622031,0.000145466,0.000425214,0.0003615098,0.0009292925,0.0006393971,0.000622923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660492,"about_ca_system_score_gemma":0.0002995587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003748733,"about_ca_topic_score_gemma":0.0007148015,"domain_scores_codex":[0.9997882,0.00006684446,0.000009760297,0.00004648036,0.00003340341,0.00005531357],"domain_scores_gemma":[0.999608,0.0001361233,0.00005254728,0.00002560825,0.00002073671,0.0001569751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006286672,0.02638739,0.04833963,0.001482707,0.0002527637,0.0007794673,0.02391805,0.0004313841,0.2365194,0.00109454,0.003024214,0.6514838],"study_design_scores_gemma":[0.001922568,0.07019827,0.7283691,0.0006234314,0.000858138,0.001709212,0.03261651,0.001819057,0.1081086,0.003374239,0.05022562,0.0001753055],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956808,0.0003387599,0.001554048,0.0003247338,0.0000424705,0.00008059861,0.00001713117,0.00003670769,0.001924784],"genre_scores_gemma":[0.9937622,0.0004136704,0.003382873,0.0001771663,0.00002694521,0.0001216875,0.00002554988,0.00001378909,0.002076216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00502552,"threshold_uncertainty_score":0.01681197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05258666921442021,"score_gpt":0.3359008084301207,"score_spread":0.2833141392157005,"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."}}