{"id":"W3014707999","doi":"10.29173/cjs29365","title":"Gender and Academic Promotion to Full Professor in Ontario","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"Government of Ontario","keywords":"Promotion (chess); Salary; Context (archaeology); Sociology; Quality (philosophy); Public relations; Social science; Political science; Geography; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01128168,0.00005635965,0.000192355,0.008661331,0.0001597116,0.000162973,0.001045114,0.0001306191,0.0003530122],"category_scores_gemma":[0.01093541,0.00003225023,0.00004028545,0.01248085,0.0002397076,0.000142649,0.00008574225,0.0009419598,0.00006071014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136407,"about_ca_system_score_gemma":0.00254329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0190458,"about_ca_topic_score_gemma":0.4360947,"domain_scores_codex":[0.9977809,0.0003210068,0.0004369046,0.0001627376,0.0009514875,0.0003470091],"domain_scores_gemma":[0.9974539,0.0007340715,0.0001675963,0.0001023671,0.0006658275,0.0008762661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004394844,0.000007980204,0.9348451,0.000002205388,0.00001487099,0.00007845173,0.0334333,0.00006040669,0.0006891367,0.00323449,0.01704005,0.01055006],"study_design_scores_gemma":[0.0002503147,0.0003611801,0.9539539,0.000003630699,0.000002871745,0.00004960067,0.001668181,0.00009216516,0.00002395555,0.03143455,0.01210328,0.00005635696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417375,0.0003796628,0.0001915379,0.05674087,0.0002355187,0.0001256495,0.000002548644,7.689301e-7,0.0005859077],"genre_scores_gemma":[0.9976085,0.00001110626,0.0001447824,0.001969394,0.00008651221,0.000001354257,1.726783e-7,0.000003030367,0.0001751198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4170489,"threshold_uncertainty_score":0.9973959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7823003432242429,"score_gpt":0.5557691220071066,"score_spread":0.2265312212171363,"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."}}