{"id":"W3199932483","doi":"10.18432/ari29572","title":"Pull of Words","year":2021,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Metaphor; Narrative; Converse; Phenomenology (philosophy); Literature; Active listening; Sociology; Spoken word; Aesthetics; Linguistics; Art; Philosophy; Epistemology; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001444869,0.00008746226,0.0001966997,0.000305289,0.0001648381,0.00003765284,0.000211702,0.0000763545,0.004175684],"category_scores_gemma":[0.0005259319,0.00007277905,0.0001858817,0.000390384,0.0002203179,0.0002012656,0.00006375268,0.0009611018,0.00008220825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232949,"about_ca_system_score_gemma":0.001069866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001773534,"about_ca_topic_score_gemma":0.000008428726,"domain_scores_codex":[0.9975007,0.000154874,0.0004267122,0.0001912472,0.001414293,0.0003122126],"domain_scores_gemma":[0.998003,0.0001997857,0.0000639206,0.0001729534,0.001157764,0.0004025467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.006783288,0.02020972,0.03195439,0.0009380392,0.002768787,0.01304383,0.3884099,0.0002570975,0.173485,0.02546426,0.2204635,0.1162223],"study_design_scores_gemma":[0.01599436,0.004292415,0.2760014,0.004167428,0.0003179025,0.03853412,0.2525346,0.002472234,0.09519456,0.09432212,0.2153687,0.0008000603],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115002,0.0005456586,0.0008575232,0.04382549,0.001008379,0.0001131423,0.00001598054,0.00001225044,0.04212141],"genre_scores_gemma":[0.9854556,0.0006226246,0.001697163,0.0002037547,0.0009276399,0.00001007938,0.00006418844,0.0000139982,0.01100491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.244047,"threshold_uncertainty_score":0.9967346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09437947180873948,"score_gpt":0.4559276589659985,"score_spread":0.361548187157259,"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."}}