{"id":"W658789728","doi":"","title":"Commentary on Rooney","year":2003,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001192637,0.0001491526,0.000258673,0.0001369132,0.002092841,0.00001484441,0.0004399039,0.0002184315,0.001147983],"category_scores_gemma":[0.0002158804,0.0001875432,0.0001542626,0.0003192513,0.0008120474,0.0002741613,0.0001010131,0.0003250263,0.0003359492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722651,"about_ca_system_score_gemma":0.0000940596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003716609,"about_ca_topic_score_gemma":0.002597454,"domain_scores_codex":[0.9980322,0.0007025873,0.0001231829,0.0003283759,0.0004057894,0.0004078519],"domain_scores_gemma":[0.9990591,0.000243964,0.0001265851,0.0003012605,0.00008969622,0.0001794195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004868079,0.0005861624,0.7566153,0.00005382206,0.0003833907,0.0001633846,0.0652199,0.00001705952,0.00042775,0.09387081,0.08075294,0.001422674],"study_design_scores_gemma":[0.001855985,0.000305464,0.2315898,0.00006845816,0.0001092428,0.000005735845,0.04935278,9.663257e-7,0.0009742013,0.007006458,0.7082022,0.0005287188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7531425,0.0002000218,0.00002044897,0.01292915,0.0003943355,0.0001853648,0.00002007963,0.00006658649,0.2330415],"genre_scores_gemma":[0.9853572,0.00007563175,0.0003681738,0.001795372,0.00005555941,3.247019e-7,0.00000726434,0.000009306122,0.01233116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6274493,"threshold_uncertainty_score":0.9997651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363006794796089,"score_gpt":0.2708761741252732,"score_spread":0.2345754946456643,"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."}}