{"id":"W4408885657","doi":"10.3366/soma.2025.0446","title":"Data in Motion: Creating the Possibility for Other-than-human Worlds","year":2025,"lang":"en","type":"article","venue":"Somatechnics","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Motion (physics); Human motion; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005792854,0.0005816527,0.0005203739,0.001560177,0.003134855,0.01118351,0.002334256,0.003042812,0.01863777],"category_scores_gemma":[0.0149031,0.0006357151,0.0009291641,0.001104282,0.01683753,0.02846897,0.01467943,0.002690936,0.002033616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356795,"about_ca_system_score_gemma":0.002273756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747456,"about_ca_topic_score_gemma":0.001600031,"domain_scores_codex":[0.9961991,0.002159543,0.0001445549,0.0006379492,0.000532858,0.0003259993],"domain_scores_gemma":[0.990494,0.004864892,0.0004664022,0.002722218,0.0005419578,0.0009105931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008062998,0.00002651781,0.001017918,0.0001061697,0.00001441513,0.0001735159,0.004179151,0.001060852,0.0005941805,0.9615836,0.004236687,0.02692647],"study_design_scores_gemma":[0.00004168336,0.00004740379,0.0003939509,0.0002288753,0.00002188025,0.0003330498,0.003515329,0.005390546,0.001359139,0.7962489,0.1923738,0.00004541919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06245742,0.003351149,0.5872396,0.04756916,0.001150962,0.0002106085,0.0006921553,0.0009298458,0.2963992],"genre_scores_gemma":[0.7915848,0.00156199,0.1873192,0.001870213,0.0002738503,0.000328507,0.000434797,0.0003133314,0.01631327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968652,"threshold_uncertainty_score":0.06234956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1695003200862929,"score_gpt":0.4592424696508443,"score_spread":0.2897421495645514,"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."}}