{"id":"W2513467566","doi":"10.18432/r27p4j","title":"A Dramatisation of Research Outcomes: A Verbatim Drama Based on the Lived Experience of Women Casual Academics","year":2016,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Casual; Drama; Narrative; Lived experience; Sociology; Gender studies; Psychology; Political science; Literature; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01494841,0.0009895123,0.000852949,0.002177327,0.01260573,0.01194024,0.002655628,0.003406735,0.005351235],"category_scores_gemma":[0.02790393,0.0004693,0.0007993516,0.002292415,0.02962773,0.008051733,0.01319053,0.008513408,0.001194972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005838513,"about_ca_system_score_gemma":0.003621463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003516646,"about_ca_topic_score_gemma":0.00497091,"domain_scores_codex":[0.9834748,0.01283104,0.000367537,0.0007711173,0.001510796,0.001044732],"domain_scores_gemma":[0.9844067,0.01121293,0.0009977801,0.001063034,0.0008493733,0.00147016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002830746,0.00001965056,0.0003787609,0.0001490212,0.000005024197,0.0005590733,0.9666904,0.00008099847,0.0009596889,0.02382533,0.002349418,0.00495428],"study_design_scores_gemma":[0.00001001889,0.00007474406,0.00115098,0.0004144545,0.00001253165,0.001140412,0.8330626,0.0002319351,0.001177704,0.009689293,0.1529913,0.00004403315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5765672,0.006696983,0.07852181,0.08843063,0.003413745,0.001146954,0.0008223348,0.0006178169,0.2437826],"genre_scores_gemma":[0.9609498,0.001928888,0.01168616,0.003302545,0.000370709,0.0006622674,0.0001319701,0.0003182712,0.02064951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9873943,"threshold_uncertainty_score":0.07905573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3026758777833397,"score_gpt":0.5162433626250501,"score_spread":0.2135674848417104,"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."}}