{"id":"W4321850995","doi":"10.1177/15327086231154308","title":"Diffractive Respondings and Cutting Together-Apart: Toward More-Than-Human Academic Community","year":2023,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Process (computing); Sociology; Join (topology); Visual arts; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.009614694,0.0003131794,0.0006788358,0.0001304021,0.004736804,0.0001578902,0.0005784199,0.0004885966,0.00001539238],"category_scores_gemma":[0.08080828,0.0002486403,0.0001363508,0.0005575009,0.005210385,0.0004251722,0.000913776,0.002343623,0.00002439031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141245,"about_ca_system_score_gemma":0.00004517737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004246665,"about_ca_topic_score_gemma":0.00009514462,"domain_scores_codex":[0.9933141,0.004506359,0.000386493,0.0004589492,0.0004773902,0.0008567429],"domain_scores_gemma":[0.9822566,0.01678393,0.0001271779,0.0002718781,0.0003827915,0.0001776314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000491971,0.00003854013,0.0009932716,0.000183392,0.0001739876,0.00002726424,0.5170566,6.508432e-7,0.007835021,0.4685303,0.002938912,0.002172807],"study_design_scores_gemma":[0.0001532026,0.0001356757,0.009051056,0.0001491719,0.00006697268,0.000003261573,0.5176944,0.000001990357,0.001097004,0.4521747,0.01914823,0.0003242863],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8755535,0.007134575,0.0008026716,0.07826427,0.001415609,0.0006897446,0.00006928531,0.001670893,0.03439945],"genre_scores_gemma":[0.9861935,0.003469254,0.006607931,0.001191949,0.0004748144,0.00008897446,0.000005887912,0.00003058717,0.001937092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.11064,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.377900615817338,"score_gpt":0.5456283390946088,"score_spread":0.1677277232772709,"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."}}