{"id":"W4387860797","doi":"10.1080/00220973.2023.2267006","title":"Same Classroom, Different Affordances? Demographic Differences in Perceptions of Motivational Climate in Five STEM Courses","year":2023,"lang":"en","type":"article","venue":"The Journal of Experimental Education","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec","keywords":"Affordance; Perception; Psychology; Social psychology; Developmental psychology; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000548541,0.0001320451,0.0002392167,0.0005636645,0.00008367554,0.00001503212,0.0002671063,0.00005626479,0.0003293103],"category_scores_gemma":[0.00002009931,0.00009510664,0.00007548865,0.0005997883,0.0001428574,0.0001750303,0.00002642311,0.000199166,0.00001130661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283712,"about_ca_system_score_gemma":0.0001425076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002411232,"about_ca_topic_score_gemma":0.0001822644,"domain_scores_codex":[0.9984453,0.0003278514,0.0006250122,0.0001219767,0.0002643111,0.0002155005],"domain_scores_gemma":[0.998925,0.0002688527,0.0004943014,0.0001651103,0.00009526697,0.00005149065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001224865,0.001770528,0.9455941,0.00001498687,0.00003217644,4.239935e-7,0.04167752,0.00002056548,0.006441947,0.002954287,0.0007078936,0.0006630631],"study_design_scores_gemma":[0.0004356447,0.0001640997,0.7936651,0.0001260386,0.00001394306,0.000007283113,0.2039557,0.00001766482,0.00078741,0.0007456624,0.00001057646,0.00007094028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959628,0.0009535485,0.00001323444,0.0007853076,0.001705288,0.0002200117,0.00001057945,0.000008026935,0.000341197],"genre_scores_gemma":[0.9989079,0.0004070555,0.00004102935,0.00007374975,0.0001715328,0.0000503543,0.00002189455,0.00001161363,0.0003148957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1622781,"threshold_uncertainty_score":0.3878336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723583357028351,"score_gpt":0.3670243657416444,"score_spread":0.3297885321713609,"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."}}