{"id":"W4395680310","doi":"10.1007/978-3-031-54783-6_13","title":"The State of Play","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Advanced Education","funders":"","keywords":"State (computer science); Computer science; Programming language","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":[0.0005154223,0.00007036341,0.00009195701,0.00002105535,0.0002620188,0.00008065402,0.0002105353,0.00009726769,0.0004673061],"category_scores_gemma":[0.00001521798,0.00004161521,0.0000794491,0.000009583511,0.0004638203,0.00002032283,0.00004743599,0.000276445,0.0002450406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002652421,"about_ca_system_score_gemma":0.000170618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00064109,"about_ca_topic_score_gemma":0.006016877,"domain_scores_codex":[0.9993699,0.000008795853,0.0001119216,0.00009944281,0.0003019298,0.0001080064],"domain_scores_gemma":[0.9995014,0.0002379755,0.00006320689,0.0001174611,0.00005055589,0.00002940251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[8.778824e-7,8.599224e-7,4.122394e-8,0.000004627861,0.00002299537,0.000002173894,0.002329169,6.560999e-8,0.000002260191,0.9888897,0.002554429,0.006192823],"study_design_scores_gemma":[0.000004676171,0.000004581079,4.300755e-7,0.00001920904,0.000004867627,4.354572e-8,0.00004231631,4.95913e-7,0.000006451159,0.4768667,0.5230191,0.00003116213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001131067,0.0006468086,0.000004363532,0.001969131,0.0003840191,0.00008072,0.00001961996,0.00002912667,0.9968549],"genre_scores_gemma":[0.00992734,0.001576408,0.000004465487,0.00006673579,0.000125362,0.000001035677,0.000001014042,0.00001306066,0.9882846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5204647,"threshold_uncertainty_score":0.5116674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957627059451241,"score_gpt":0.3177408056595865,"score_spread":0.278164535065074,"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."}}