{"id":"W4231579319","doi":"10.26522/ti.v10i1.2747","title":"Introduction","year":2021,"lang":"en","type":"article","venue":"ti<","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001788143,0.00001401976,0.00002224647,0.000005575256,0.0001892003,0.00003156499,0.00003037083,0.00002327614,0.001630561],"category_scores_gemma":[0.0001034724,0.00001440185,0.0000118757,0.00006040108,0.00004551574,0.00004868966,0.000008497331,0.00005217705,0.0002202781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001698669,"about_ca_system_score_gemma":0.00007303166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001657906,"about_ca_topic_score_gemma":0.0003859222,"domain_scores_codex":[0.9997246,0.00003883614,0.00002375744,0.00005957442,0.00008780882,0.00006545073],"domain_scores_gemma":[0.9998646,0.00001488132,0.000008547092,0.00005350658,0.00003884887,0.00001955982],"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":[6.888685e-7,0.00001895576,0.00005921716,0.000001220376,0.000002881515,0.000005095171,0.004823817,3.739174e-7,0.002460974,0.9631166,0.01945496,0.01005522],"study_design_scores_gemma":[0.00001890422,0.00000203196,0.0004994568,8.205952e-7,0.000001219121,4.811284e-7,0.0006587649,0.000001216764,0.001514975,0.01655055,0.980729,0.00002255637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.121093,0.0001222866,0.0001445087,0.08981843,0.0009946324,0.00003107809,9.444901e-7,0.00007064593,0.7877244],"genre_scores_gemma":[0.9545797,0.00004008266,0.00008135505,0.0002738899,0.001567014,8.42886e-7,0.000001775063,0.000001937418,0.04345347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9612741,"threshold_uncertainty_score":0.9992821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328383542741001,"score_gpt":0.3283419671072366,"score_spread":0.2955036128331365,"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."}}