{"id":"W4394895025","doi":"10.1344/jnmr.v9.46299","title":"Relations of care and affirmative disruptions in academia: A conversation with Katie Strom","year":2024,"lang":"en","type":"article","venue":"Matter Journal of New Materialist Research","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College; Simon Fraser University","funders":"","keywords":"Conversation; Sociology; Psychology; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001284263,0.00004640532,0.0001246191,0.0003746015,0.0001143551,0.000137736,0.00009714996,0.0001464086,0.0004648993],"category_scores_gemma":[0.00007898772,0.000036855,0.00001560891,0.0004349421,0.0002152868,0.0003456174,0.00002226954,0.0006281516,0.00001410838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871967,"about_ca_system_score_gemma":0.0006473468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000828149,"about_ca_topic_score_gemma":0.001293272,"domain_scores_codex":[0.9985555,0.0003949952,0.0003197533,0.00007901935,0.0004924177,0.0001583033],"domain_scores_gemma":[0.9991936,0.0001620415,0.00008435568,0.00004897476,0.0004253495,0.00008566677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003852608,0.00007619058,0.03793065,0.00138365,0.00009208266,0.00009568032,0.7988294,0.00001148976,0.004854251,0.1127413,0.02940855,0.01419146],"study_design_scores_gemma":[0.001941113,0.001135674,0.1460284,0.003767335,0.00003800005,0.00006445834,0.5457619,0.0000321074,0.001926038,0.0131626,0.2858137,0.0003286295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745031,0.0004559733,0.00008277134,0.1228439,0.0001637453,0.0001472136,0.00001619693,0.000006201828,0.001780878],"genre_scores_gemma":[0.9988566,0.0002321538,0.0003001421,0.00005413617,0.0001867538,0.000003321518,0.000003476615,0.000006461082,0.0003569603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2564052,"threshold_uncertainty_score":0.5090321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168029360389537,"score_gpt":0.470477943828396,"score_spread":0.3536750077894423,"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."}}