{"id":"W4253835258","doi":"10.5840/cpsem201320","title":"Limiting Perspectives","year":2013,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Limiting; Computer science; Engineering; Mechanical engineering","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":["insufficient_payload"],"category_scores_codex":[0.0003729197,0.0001746808,0.0002135856,0.00005764576,0.0005399825,0.0001546851,0.000267329,0.0004670265,0.002263915],"category_scores_gemma":[0.0002149873,0.0001788814,0.0001218793,0.0000157827,0.00047287,0.00008509024,0.00006986577,0.0006650969,0.0008691907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858984,"about_ca_system_score_gemma":0.0002434588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002141029,"about_ca_topic_score_gemma":0.0002440681,"domain_scores_codex":[0.9988914,0.00002974948,0.0001526404,0.0002516678,0.0003996848,0.000274857],"domain_scores_gemma":[0.9990621,0.000253031,0.000166859,0.0002036147,0.0002033965,0.0001109765],"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":[4.279767e-7,0.0000060558,0.000002261705,0.000008083734,0.00002356674,0.00000520053,0.01198316,3.215235e-7,0.000004555506,0.9810566,0.004855118,0.002054687],"study_design_scores_gemma":[0.00002969618,0.00001344586,0.000008542768,0.0001012487,0.00002312099,5.636256e-7,0.003055268,0.000006030326,0.000004020754,0.2434568,0.75308,0.0002212148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000678603,0.0006018753,0.0000248184,0.00256293,0.0003302482,0.0001605241,0.0000111707,0.00009635155,0.9961442],"genre_scores_gemma":[0.04916956,0.001708158,0.0003055668,0.0002915205,0.001414875,0.000001256354,0.000005645735,0.00004730964,0.9470561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7482249,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04972768959976777,"score_gpt":0.3072316782155851,"score_spread":0.2575039886158174,"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."}}