{"id":"W2922011919","doi":"10.21810/sfuer.v12i1.608","title":"“Posthumanist Processes are Already Always at Work”","year":2019,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Work (physics); Computer science; Cognitive science; Psychology; Engineering; Mechanical engineering","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":[0.00546797,0.0004989364,0.0006194129,0.000976202,0.002058844,0.005576119,0.001701339,0.005403837,0.01354829],"category_scores_gemma":[0.005438313,0.0002332668,0.0003808503,0.001045467,0.02410998,0.01173341,0.002585021,0.00620367,0.003454119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00257949,"about_ca_system_score_gemma":0.004156654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060728,"about_ca_topic_score_gemma":0.01813567,"domain_scores_codex":[0.9975582,0.00091483,0.00007318908,0.0004735369,0.0006509171,0.0003292706],"domain_scores_gemma":[0.9962327,0.001919515,0.0002542048,0.000412192,0.001034473,0.0001468897],"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":[0.00002808897,0.00001103321,0.0001382689,0.0006003005,0.00002342845,0.00007131288,0.00188041,0.00007695825,0.0002572556,0.8137667,0.1030785,0.08006775],"study_design_scores_gemma":[0.000005372721,0.00001954354,0.0005715276,0.0005823552,0.0000125247,0.00008628344,0.001387729,0.00002947344,0.0003047974,0.1245703,0.8724154,0.00001466581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004453798,0.2974114,0.0110518,0.3555063,0.01895915,0.00003621544,0.0001795161,0.0001929455,0.3122089],"genre_scores_gemma":[0.2645047,0.2787672,0.01013154,0.3031191,0.0167495,0.0001805009,0.0002999374,0.0002149966,0.1260325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01354829,"threshold_uncertainty_score":0.04532355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03635903927207797,"score_gpt":0.3586994971018976,"score_spread":0.3223404578298196,"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."}}