{"id":"W7103542052","doi":"","title":"Superintendent Leadership Style:\\nA Gendered Discourse Analysis","year":2007,"lang":"","type":"article","venue":"Insecta mundi","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Representation (politics); Action (physics); Discourse analysis; Qualitative research; Critical discourse analysis; Warrant; Qualitative analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004948053,0.00052762,0.000813995,0.0007513417,0.001791974,0.0004557576,0.0013885,0.0005877033,0.007837131],"category_scores_gemma":[0.0003207603,0.0005861624,0.001131074,0.003536317,0.001520278,0.0008078153,0.0003646901,0.0007901905,0.0006183156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007174817,"about_ca_system_score_gemma":0.0003882321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1336686,"about_ca_topic_score_gemma":0.1530695,"domain_scores_codex":[0.9933685,0.0008718495,0.0009149023,0.001111487,0.001701908,0.00203132],"domain_scores_gemma":[0.997139,0.000351017,0.0003684054,0.0009346905,0.0003224382,0.0008844391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002941461,0.001000578,0.6377359,0.0001113656,0.003551196,0.00018761,0.3389218,0.0000645808,0.0004340037,0.01112084,0.0008544197,0.0057236],"study_design_scores_gemma":[0.001053609,0.0002536113,0.6788248,0.00003542161,0.002750774,0.000004533086,0.3098124,0.0003053806,0.0001336665,0.000540925,0.005070592,0.001214202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366692,0.000900322,0.007885268,0.002548131,0.002092497,0.0004902613,0.0001246682,0.0001545284,0.04913508],"genre_scores_gemma":[0.9922711,0.0002241763,0.00012175,0.0008234907,0.0006362152,0.000003562848,0.000049058,0.00002683753,0.005843797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05560187,"threshold_uncertainty_score":0.999659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2556516568254391,"score_gpt":0.3486327231192918,"score_spread":0.09298106629385267,"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."}}