{"id":"W2201449835","doi":"10.21810/sfuer.v6i.366","title":"Morphing Categories: When normativity is being contested","year":2013,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opposition (politics); Sociology; Sign (mathematics); Gay rights; Epistemology; Gender studies; Political science; Law; Politics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01655824,0.0002910427,0.0008072194,0.003011126,0.003888822,0.008782761,0.001635747,0.004519708,0.003470316],"category_scores_gemma":[0.03693173,0.0003136696,0.0004936574,0.003161662,0.03996694,0.01912662,0.004478818,0.004343976,0.0004035369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003756295,"about_ca_system_score_gemma":0.002869648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004546276,"about_ca_topic_score_gemma":0.004953043,"domain_scores_codex":[0.9767338,0.01675643,0.0006932961,0.001308862,0.003486805,0.001020874],"domain_scores_gemma":[0.9799068,0.01412702,0.00161601,0.001715685,0.002252357,0.0003820986],"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":[0.00001068819,0.000002285399,0.0002628315,0.0001083222,0.00000588886,0.00007671398,0.01122501,0.00002570638,0.00007214183,0.9762522,0.002219697,0.009738432],"study_design_scores_gemma":[0.00001078855,0.00001512403,0.001034828,0.0005476626,0.00001217243,0.000278981,0.0285156,0.0001797995,0.0001518103,0.8709341,0.09829864,0.00002045957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1165376,0.0787437,0.05828136,0.2027566,0.005165636,0.0001549717,0.0001613493,0.0001400015,0.5380587],"genre_scores_gemma":[0.972437,0.00773749,0.004714341,0.008198347,0.0006406012,0.0001270581,0.0000531365,0.00006260825,0.006029427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01655824,"threshold_uncertainty_score":0.08756942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07408831075080259,"score_gpt":0.383254493333459,"score_spread":0.3091661825826564,"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."}}