{"id":"W4243261251","doi":"10.12968/prps.2019.sup219.15","title":"Fleeting beauty","year":2019,"lang":"en","type":"article","venue":"Practical Pre-School","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Delicacy; Beauty; Aesthetics; Ice cream; Natural (archaeology); Art; Visual arts; Geography; Biology; Food science; Archaeology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005199404,0.0001051839,0.0001252437,0.00005055694,0.00007928118,0.00007621975,0.0001672624,0.00008233117,0.0353303],"category_scores_gemma":[0.003349875,0.00009819651,0.00005136224,0.0001934245,0.00006220589,0.0003134635,0.00006484718,0.0004581553,0.02203376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004648418,"about_ca_system_score_gemma":0.0001151593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004442237,"about_ca_topic_score_gemma":0.000001744693,"domain_scores_codex":[0.9986404,0.0001949503,0.0001951554,0.0003983699,0.0002280343,0.0003431223],"domain_scores_gemma":[0.9982654,0.0008129044,0.00009237391,0.0004777204,0.00003943366,0.0003121571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007244059,0.003285902,0.5716248,0.00005958354,0.00008038816,0.00008422427,0.00401427,0.000033169,0.04727863,0.090523,0.2706578,0.01163375],"study_design_scores_gemma":[0.0006704906,0.0002295093,0.5704547,0.00001713659,0.00002910429,0.0001842722,0.001047973,0.000361185,0.001126506,0.0009984545,0.4245352,0.000345469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6259065,0.00002552348,0.000616065,0.005038523,0.002220301,0.0002702263,0.000002223164,0.0001047398,0.3658158],"genre_scores_gemma":[0.9633594,0.000003668139,0.0009777761,0.002292294,0.0002361633,0.00003292961,0.000001873822,0.00001426053,0.03308165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3374528,"threshold_uncertainty_score":0.9787277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04416238990484867,"score_gpt":0.4256430059103091,"score_spread":0.3814806160054604,"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."}}