{"id":"W3121052189","doi":"10.55650/igj.2019.1429","title":"I Challenging Gender Discrimination in Irish Geography","year":2021,"lang":"en","type":"article","venue":"Irish Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Conversation; Gender studies; Session (web analytics); Sociology; Work (physics); Social geography; Media studies; Public relations; Political science; Social science; Human geography; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005271753,0.0008167587,0.0007913404,0.002955151,0.01256586,0.01756357,0.002002265,0.002461615,0.008242262],"category_scores_gemma":[0.009751369,0.0003750835,0.0005595125,0.0048802,0.01891697,0.00771162,0.009710324,0.005939194,0.00217892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01217773,"about_ca_system_score_gemma":0.006475793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04447405,"about_ca_topic_score_gemma":0.0679589,"domain_scores_codex":[0.993562,0.003457745,0.0002236346,0.0005632594,0.001393161,0.0008003218],"domain_scores_gemma":[0.9945877,0.002864557,0.0003385348,0.0004476547,0.001100784,0.0006608485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004723182,0.00002734942,0.001898288,0.0004493956,0.00001524065,0.0007493356,0.2704826,0.0001380126,0.0003400931,0.1574543,0.5283915,0.04000657],"study_design_scores_gemma":[0.000002117044,0.000008719938,0.0006637285,0.0004989387,0.000003118482,0.0002073689,0.1071742,0.00002550125,0.00008239428,0.005011395,0.8863068,0.00001577601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03817994,0.04939799,0.004863921,0.2865455,0.05364017,0.0001230588,0.000438579,0.000175659,0.5666352],"genre_scores_gemma":[0.5042154,0.06201075,0.004103055,0.1067056,0.03398211,0.0003336189,0.0008051737,0.001524972,0.2863193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04447405,"threshold_uncertainty_score":0.08843035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893911354101221,"score_gpt":0.3096580870124365,"score_spread":0.2707189734714243,"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."}}