{"id":"W4417526598","doi":"10.29173/isotl868","title":"The Reluctant Participant","year":2025,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Reflection (computer programming); Intersection (aeronautics); Participant observation; Poetry; Action (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009477353,0.001094657,0.0008318087,0.0009159166,0.01651353,0.008155265,0.002228655,0.007722976,0.04120237],"category_scores_gemma":[0.04177176,0.0005867576,0.0006898984,0.0006027949,0.006782495,0.007450446,0.009366799,0.014479,0.01416035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003777399,"about_ca_system_score_gemma":0.004674848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985105,"about_ca_topic_score_gemma":0.007372236,"domain_scores_codex":[0.9889369,0.005881827,0.0003210719,0.001958873,0.001527592,0.001373794],"domain_scores_gemma":[0.9855381,0.005031243,0.0009319325,0.001018918,0.003936807,0.00354298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005064088,0.0002311287,0.002680209,0.0005834958,0.00002642463,0.005137974,0.6922353,0.00007755461,0.007013304,0.09406877,0.1632658,0.03417369],"study_design_scores_gemma":[0.00002252282,0.00009970399,0.0006082531,0.0003209543,0.00001638433,0.002489207,0.2742276,0.000183697,0.0009932541,0.005863786,0.7151025,0.00007216697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2661314,0.002650016,0.03173438,0.2875213,0.02932984,0.001378013,0.001262648,0.001575258,0.3784171],"genre_scores_gemma":[0.5933607,0.0008016395,0.00603932,0.07477977,0.001042826,0.001447257,0.0004003116,0.001074511,0.3210536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04120237,"threshold_uncertainty_score":0.1378356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05781446576667853,"score_gpt":0.3945484234730585,"score_spread":0.33673395770638,"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."}}