{"id":"W2911725114","doi":"","title":"Proceedings of the 14th international conference on Developments in language theory","year":2010,"lang":"en","type":"article","venue":"","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Linguistics; Epistemology; Political science; Computer science; Philosophy","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":[0.0004831821,0.00003899421,0.00004711082,0.00002906922,0.00007156861,0.00001597032,0.0004025879,0.00003405687,0.0006330282],"category_scores_gemma":[0.0003342399,0.00002519413,0.00001509907,0.0001070476,0.0001763107,0.00004759941,0.00009964298,0.0001216457,0.00001109159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002485739,"about_ca_system_score_gemma":0.00005379086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002809125,"about_ca_topic_score_gemma":0.003281658,"domain_scores_codex":[0.9994661,0.00001322094,0.00008191858,0.00008519938,0.0002504733,0.0001030463],"domain_scores_gemma":[0.9997993,0.00003571502,0.00003969275,0.0000462035,0.00006365232,0.00001542814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004022512,0.00002431173,0.03105236,0.00000156107,0.000006024994,3.148999e-7,0.07724347,3.114779e-8,0.002689118,0.8857907,0.0003211902,0.002866911],"study_design_scores_gemma":[0.0006175027,0.00002059343,0.432017,0.00006010659,0.000005641138,0.000001026396,0.5075514,0.000009877976,0.01729446,0.0265736,0.0155865,0.0002622883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4528115,0.00000152195,0.000001372081,0.0004831438,0.0003515793,0.00005763479,6.590659e-7,0.000008247206,0.5462843],"genre_scores_gemma":[0.9917436,0.000003768263,0.0005107399,0.0001761178,0.00004905717,0.00000646392,1.70527e-7,0.000002283929,0.007507828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8592171,"threshold_uncertainty_score":0.6931215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258904222703581,"score_gpt":0.3311449710810956,"score_spread":0.3085559288540598,"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."}}