{"id":"W2568443049","doi":"10.1080/10457097.2016.1252615","title":"Editor's Introduction","year":2017,"lang":"en","type":"article","venue":"Perspectives on Political Science","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Epistemology; Philosophy; Political science; Positive economics; Economics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001645613,0.00007561828,0.00008348565,0.00007207798,0.005556331,0.0008166238,0.0008907747,0.00005594394,0.0001821435],"category_scores_gemma":[0.006247785,0.00006635913,0.00004104215,0.0001061459,0.007931232,0.0007468036,0.0001012817,0.0002422438,0.0001589014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005882129,"about_ca_system_score_gemma":0.0004372575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772914,"about_ca_topic_score_gemma":0.0001500048,"domain_scores_codex":[0.9978057,0.00005371416,0.000072614,0.0004320334,0.0008122848,0.0008236232],"domain_scores_gemma":[0.9987021,0.0001001835,0.00005708208,0.0004668647,0.0002428513,0.0004309194],"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":[0.000003668608,0.00005892104,0.0001228194,5.276377e-7,0.000001267477,0.000001002058,0.004714056,1.298209e-7,0.0003672455,0.9934148,0.0008917746,0.000423838],"study_design_scores_gemma":[0.0002673347,0.0002223297,0.1151582,0.00002040207,0.00001009862,0.000002136048,0.05822548,0.00005337463,0.00282655,0.5668829,0.2558746,0.0004565807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.083099,0.00001156608,0.00009107938,0.1582814,0.005474314,0.000128966,0.000004507248,0.00008936028,0.7528198],"genre_scores_gemma":[0.9797713,0.00001073573,0.00008854097,0.0002269587,0.01845643,0.000004293686,1.045788e-7,0.00000432863,0.001437272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8966723,"threshold_uncertainty_score":0.9957383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760790915847322,"score_gpt":0.382398654341535,"score_spread":0.3547907451830618,"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."}}