{"id":"W4398763576","doi":"10.15402/esj.v10i1.70876","title":"Embrace","year":2024,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180184,0.0006230366,0.000284426,0.0009163355,0.003216379,0.00528511,0.00163363,0.001845616,0.4619966],"category_scores_gemma":[0.004488984,0.0003087169,0.0005358135,0.0005320911,0.001145212,0.004123111,0.005998558,0.001932903,0.2297992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724378,"about_ca_system_score_gemma":0.002129055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003438553,"about_ca_topic_score_gemma":0.01017673,"domain_scores_codex":[0.9983712,0.0002230453,0.00004915216,0.0002483676,0.000823305,0.0002848962],"domain_scores_gemma":[0.9978067,0.0002581645,0.0001000081,0.0004234254,0.0006310061,0.0007806754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000828323,0.00005160439,0.0008065953,0.0002488222,0.000008697933,0.0004587773,0.004235505,0.0001377451,0.003385145,0.09797411,0.7414922,0.151118],"study_design_scores_gemma":[0.000001258393,0.000004274154,0.0001041432,0.00002706398,9.188261e-7,0.00008915825,0.0002995408,0.00001735708,0.0001353545,0.001557843,0.9977599,0.000003107874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001661565,0.0007101189,0.005782731,0.004436553,0.001938309,0.0000794446,0.0004562455,0.002048216,0.9828867],"genre_scores_gemma":[0.01433526,0.0004737871,0.002556626,0.002230732,0.0002882561,0.00007566671,0.0006132182,0.001043905,0.9783825],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4619966,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407080507224718,"score_gpt":0.3644244295020987,"score_spread":0.2237163787796269,"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."}}