{"id":"W4400349410","doi":"10.1002/sce.21894","title":"Intrinsic and instrumental care in pen pal letters: Recognizing care in STEM classrooms","year":2024,"lang":"en","type":"article","venue":"Science Education","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Science Foundation","keywords":"Psychology; Science education; Mathematics education","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":[0.003772337,0.0003588038,0.0004690369,0.001433445,0.005994144,0.006034915,0.001308517,0.001630708,0.001878085],"category_scores_gemma":[0.01336071,0.0003283619,0.0002731234,0.0006829547,0.009168444,0.002731185,0.007371695,0.00247687,0.0002285877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955054,"about_ca_system_score_gemma":0.002665599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004798579,"about_ca_topic_score_gemma":0.01443134,"domain_scores_codex":[0.9947681,0.003327976,0.0002233631,0.0004089699,0.0007449235,0.000526553],"domain_scores_gemma":[0.9914824,0.004761955,0.001532303,0.0005172911,0.0008662951,0.0008399419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004353955,0.00005377063,0.02054122,0.0001118846,0.000006409504,0.001522506,0.9594918,0.00005599911,0.002152475,0.002417228,0.0003920475,0.01321105],"study_design_scores_gemma":[0.000001958314,0.00004893051,0.0142704,0.0001173544,0.000005528173,0.0006794508,0.9755657,0.0001144402,0.0009258786,0.0009252519,0.007329016,0.00001597629],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918566,0.0001943181,0.002059916,0.0009548151,0.00002383122,0.0000229253,0.00002135504,0.0000150121,0.004851215],"genre_scores_gemma":[0.9975157,0.0001455783,0.001141346,0.0001239423,0.000005385738,0.00002556404,0.00001382902,0.000007600021,0.001021201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006034915,"threshold_uncertainty_score":0.02144051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897624062509352,"score_gpt":0.2634473349180255,"score_spread":0.244471094292932,"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."}}