{"id":"W4386154514","doi":"10.18432/ari29644","title":"Engaging Resistance","year":2023,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Phenomenology (philosophy); Sociology; Qualitative research; Poetry; Epistemology; Psychology; Aesthetics; Linguistics; Social science; Art; Philosophy","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.03277113,0.0001353577,0.0001792257,0.001121572,0.003724162,0.0006089192,0.001489854,0.00009662715,0.002369479],"category_scores_gemma":[0.003678935,0.0001309849,0.0001738928,0.001851532,0.001070875,0.001009969,0.0002308127,0.001661315,0.002508268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005393624,"about_ca_system_score_gemma":0.0009852508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001795481,"about_ca_topic_score_gemma":0.0006186498,"domain_scores_codex":[0.98984,0.003837015,0.0004404879,0.0003640784,0.004078595,0.001439842],"domain_scores_gemma":[0.9956857,0.002217487,0.00007183616,0.0002196634,0.001011859,0.0007934715],"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":[0.0008735457,0.0005614595,0.006594604,0.000049544,0.0003529895,0.003020427,0.2722916,0.0003616869,0.008237756,0.2006122,0.484291,0.02275317],"study_design_scores_gemma":[0.0007365708,0.000104639,0.01089762,0.0001569504,0.000006411941,0.00002560375,0.04033739,0.001295357,0.0003521638,0.1157443,0.8300935,0.0002494253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4189634,0.0002387059,0.002548753,0.0933763,0.001946365,0.000470967,0.00003184213,0.0003266425,0.482097],"genre_scores_gemma":[0.9097154,0.0009526807,0.001513354,0.00007875298,0.001885519,0.00008067976,0.00001068163,0.00003585787,0.08572713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4907519,"threshold_uncertainty_score":0.9985425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8174628189067087,"score_gpt":0.7314880973371186,"score_spread":0.08597472156959007,"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."}}