{"id":"W2781079644","doi":"","title":"Beauty Through STEM Rejoinder: Part III","year":2017,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Beauty; Aesthetics; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003594253,0.0002881179,0.0002467663,0.0007625958,0.00658861,0.006729058,0.001145622,0.004020456,0.0314669],"category_scores_gemma":[0.007967819,0.000147225,0.0003923284,0.0007174549,0.00465986,0.00383292,0.00422097,0.005864199,0.002829139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901803,"about_ca_system_score_gemma":0.002619236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913484,"about_ca_topic_score_gemma":0.008844696,"domain_scores_codex":[0.9979832,0.0004474706,0.00004012062,0.000232862,0.0006832498,0.0006130447],"domain_scores_gemma":[0.9962076,0.001888819,0.000255798,0.0003102604,0.0007025012,0.0006350195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002675294,0.00077012,0.006797445,0.0004022591,0.00003230723,0.0007332533,0.1447535,0.0001317103,0.004030803,0.4880565,0.1868315,0.1671931],"study_design_scores_gemma":[0.00003258532,0.0001446846,0.01290274,0.0003834016,0.00002073981,0.0002174005,0.1050655,0.0001032599,0.002812652,0.04417494,0.8341184,0.00002383327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1979404,0.003150642,0.001676766,0.04291973,0.004687111,0.0002049981,0.00009836048,0.00004650688,0.7492755],"genre_scores_gemma":[0.7378274,0.001809702,0.0007630921,0.02524107,0.002333489,0.0001628525,0.0001452202,0.0001285411,0.2315887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0314669,"threshold_uncertainty_score":0.1052673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09137651133881303,"score_gpt":0.454414375342826,"score_spread":0.363037864004013,"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."}}