{"id":"W1531071985","doi":"","title":"Lena Dominelli (United Kingdom), President 1996 - 2004","year":2008,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Passion; Excellence; Action (physics); Kingdom; Law; Sociology; Political science; Social justice; Social science; Psychology; Social psychology","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":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006133979,0.0003233711,0.0007519355,0.001249098,0.002807176,0.002201447,0.007227537,0.0002160773,0.02189905],"category_scores_gemma":[0.002982697,0.0002928568,0.0002963191,0.004832845,0.002283254,0.005260393,0.001188427,0.0006396662,0.0001015781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178699,"about_ca_system_score_gemma":0.001185205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09480729,"about_ca_topic_score_gemma":0.003156395,"domain_scores_codex":[0.9924017,0.001422838,0.000928737,0.0006371262,0.003459377,0.001150222],"domain_scores_gemma":[0.9958054,0.001106394,0.0008952108,0.0005344473,0.000750547,0.0009079676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001726427,0.0004341828,0.6584436,0.00003904122,0.0001697448,0.0002181004,0.008221876,0.0002196698,0.01030724,0.003467205,0.3086767,0.009630043],"study_design_scores_gemma":[0.0007441757,0.00002292527,0.5830613,0.0002857962,0.00004570387,0.00001254476,0.001734574,0.00005200319,0.004309359,0.02171462,0.3872513,0.0007657068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020647,0.01042557,0.000160437,0.002046847,0.001310015,0.001103919,0.00002938824,0.0001091378,0.08274993],"genre_scores_gemma":[0.9710317,0.02321735,0.0002706648,0.0003557443,0.0008688174,0.00006067585,0.000006296327,0.00003938108,0.004149376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09165089,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5626753189678312,"score_gpt":0.6375420627391016,"score_spread":0.07486674377127045,"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."}}