{"id":"W2091496793","doi":"10.1002/tea.20169","title":"Student affect and conceptual understanding in learning chemistry","year":2006,"lang":"en","type":"article","venue":"Journal of Research in Science Teaching","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Situational ethics; Affect (linguistics); Psychology; Chemistry; Chemistry education; Concept learning; Mathematics education; Feeling; Science education; Conceptual change; Cognition; Class (philosophy); Social psychology; Epistemology; Communication","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":[0.0009986402,0.0002073809,0.000267823,0.0004855991,0.0003564303,0.001434644,0.0001859802,0.0003447373,0.002692024],"category_scores_gemma":[0.007285569,0.0001520181,0.000232542,0.0002347402,0.0004076982,0.0002836174,0.0005715357,0.0008076575,0.0003562604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053364,"about_ca_system_score_gemma":0.0001590271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009261364,"about_ca_topic_score_gemma":0.001281181,"domain_scores_codex":[0.9994382,0.0001733768,0.00003449702,0.00006808916,0.0002207425,0.00006499921],"domain_scores_gemma":[0.994877,0.00178691,0.001796587,0.000200894,0.0006395965,0.0006990823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003411377,0.001170607,0.9525874,0.00006351968,0.000109347,0.0001127486,0.007403458,0.0004524519,0.008388746,0.000346218,0.0004514946,0.02857298],"study_design_scores_gemma":[0.000005412875,0.000211643,0.9968091,0.000009051779,0.00001680847,0.00005385397,0.001255235,0.0003923823,0.0007184457,0.0001345809,0.0003840745,0.000009439536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998921,0.00003235264,0.00007360573,0.00001651788,0.000002909442,0.000003974332,0.00001096148,0.000003551669,0.0009350859],"genre_scores_gemma":[0.9993273,0.00004669061,0.00009143915,0.00001193361,0.000003137745,0.000006560147,0.00002638971,0.000001400614,0.0004852244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002692024,"threshold_uncertainty_score":0.009005666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3036042136505663,"score_gpt":0.5717385533461283,"score_spread":0.268134339695562,"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."}}