{"id":"W4220732262","doi":"10.18432/ari29626","title":"Puppets Know Best","year":2022,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"","keywords":"Liminality; Aesthetics; Transformative learning; Storytelling; Identity (music); Space (punctuation); Sociology; Carving; The arts; Symbol (formal); Psychology; Visual arts; Narrative; Pedagogy; Art; Literature; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002602846,0.0001225945,0.000180448,0.0005991638,0.001173062,0.00007556748,0.0004701631,0.00004739457,0.0168045],"category_scores_gemma":[0.0002337178,0.0001084332,0.0001926897,0.000430547,0.0002034836,0.000260448,0.0002019496,0.002257472,0.0004749775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005043852,"about_ca_system_score_gemma":0.0008395548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004825961,"about_ca_topic_score_gemma":0.000006750739,"domain_scores_codex":[0.9961441,0.0002903094,0.0004007629,0.0002746198,0.002386582,0.0005035964],"domain_scores_gemma":[0.9984824,0.0001921729,0.00006704072,0.0001899507,0.0004854633,0.0005829465],"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":[0.006197706,0.01672495,0.00918528,0.0001709713,0.001137824,0.007890995,0.2526135,0.0006897332,0.01141738,0.008480883,0.5709076,0.1145832],"study_design_scores_gemma":[0.005070088,0.004390126,0.01529396,0.000291998,0.0000785316,0.02054241,0.1263453,0.002157599,0.0005830732,0.01659767,0.8083182,0.0003310566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8235435,0.0006890798,0.0002773499,0.1156392,0.002457897,0.0003450023,0.00003876046,0.00003499727,0.05697416],"genre_scores_gemma":[0.9646202,0.0004051758,0.0004938844,0.0005321979,0.001454606,0.0001072244,0.0001113864,0.00002586073,0.03224944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374106,"threshold_uncertainty_score":0.9840943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09009248443370926,"score_gpt":0.4457267221348993,"score_spread":0.3556342377011901,"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."}}