{"id":"W4400948450","doi":"10.54632/1507.impj08","title":"Enacting Parts","year":2024,"lang":"en","type":"article","venue":"IMPACT Printmaking Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Privilege (computing); Situated; Sociology; Reciprocity (cultural anthropology); Gender studies; Geography; Environmental ethics; Political science; Archaeology; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01023953,0.0001027463,0.0001349579,0.0002178856,0.0008534499,0.001441041,0.0002931921,0.0000712677,0.001788761],"category_scores_gemma":[0.004924239,0.0000814125,0.0001824938,0.0004312988,0.0001699146,0.0007316868,0.00006008079,0.0008043928,0.0002316957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006742325,"about_ca_system_score_gemma":0.001280539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001639866,"about_ca_topic_score_gemma":0.00003865493,"domain_scores_codex":[0.996825,0.001196794,0.0002420705,0.0001582319,0.0007905905,0.0007873171],"domain_scores_gemma":[0.9983218,0.0008389469,0.00006659713,0.0001180787,0.0001026169,0.0005519982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005650469,0.00009858071,0.02318112,0.00005072304,0.0003187642,0.001607247,0.0830847,0.000294955,0.009901403,0.04668424,0.007232862,0.8274889],"study_design_scores_gemma":[0.0002615443,0.000227053,0.02065397,0.0007741077,0.00004985295,0.0004292925,0.005814026,0.002582884,0.002525366,0.02318751,0.9430203,0.0004740677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8907266,0.001399717,0.01793455,0.001832648,0.001955426,0.0001559505,0.000001712264,0.0002949585,0.08569847],"genre_scores_gemma":[0.995784,0.00007517183,0.001635769,0.00004836977,0.001575627,0.000003594945,9.184281e-8,0.00001980801,0.0008575397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9357874,"threshold_uncertainty_score":0.9995956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6859866458068531,"score_gpt":0.729396850832491,"score_spread":0.04341020502563786,"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."}}