{"id":"W7126173515","doi":"10.26443/mje/rsem.v59i3.10518","title":"Book Review: Rosén, A. P., Salovaara, A., Botero, A., & Søndergaard, M. L. J. (Eds.). More-Than-Human Design in Practice. 2024.","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Design methods; Product design; Design elements and principles; Work (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004605805,0.0002836787,0.0004144665,0.0009801401,0.001144147,0.0002461725,0.001949384,0.0001289186,0.000113193],"category_scores_gemma":[0.001711214,0.0002804347,0.0001800245,0.002866781,0.0003529793,0.002396689,0.000126788,0.0004615308,0.0000580219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628135,"about_ca_system_score_gemma":0.001777968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001118883,"about_ca_topic_score_gemma":0.00004614328,"domain_scores_codex":[0.9964203,0.0007780635,0.001141604,0.0005743567,0.0005195807,0.0005660452],"domain_scores_gemma":[0.9963999,0.0005902126,0.001028586,0.0007048794,0.0009955168,0.0002809029],"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":[0.00002540557,0.001476523,0.0003075099,0.0004501881,0.00006024355,0.00001092686,0.00169977,0.001506172,0.004292981,0.03611805,0.9328478,0.02120444],"study_design_scores_gemma":[0.0002920879,0.0001430126,0.001819579,0.001910937,0.00008747584,0.0008152679,0.0005353067,0.001768298,0.0009808054,0.009238617,0.9820431,0.0003654567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003055058,0.2260864,0.5518054,0.1691699,0.006268334,0.002317075,0.00003433962,0.000225398,0.04103811],"genre_scores_gemma":[0.05079003,0.07434358,0.6639144,0.1697727,0.0005642916,0.000571337,0.00002221565,0.00007142843,0.03995001],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1517428,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1986560962238163,"score_gpt":0.4310682580702651,"score_spread":0.2324121618464488,"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."}}