{"id":"W4237134114","doi":"10.30544/306","title":"Struggle of women for higher education","year":2017,"lang":"en","type":"article","venue":"Metallurgical and Materials Engineering","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Girl; Medical education; Higher education; Gender studies; Political science; Sociology; Medicine; Psychology; Law; Developmental 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":[],"consensus_categories":[],"category_scores_codex":[0.0003986663,0.00003435815,0.0001117185,0.00001085618,0.0001968858,0.00009603498,0.00009558145,0.0000369722,0.0004468472],"category_scores_gemma":[0.00006913891,0.00003419683,0.00001757879,0.000008631677,0.00004341569,0.0001256962,0.00003596122,0.00001145564,0.000001561077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001901877,"about_ca_system_score_gemma":0.00001973699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006222534,"about_ca_topic_score_gemma":0.00000659546,"domain_scores_codex":[0.9996558,0.0000131769,0.00007456962,0.0000688068,0.00005867271,0.0001290187],"domain_scores_gemma":[0.9997818,0.00001675002,0.00004421657,0.00007088827,0.00002380312,0.00006253742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000583553,0.0001454111,0.0001731751,0.0005145543,0.00008942972,9.399421e-7,0.006580225,0.00005911159,0.05866876,0.929751,0.0002434723,0.003715559],"study_design_scores_gemma":[0.0008603616,0.00009376965,0.08440992,0.00005815809,0.00005513058,7.592829e-7,0.001628908,0.00006197212,0.01348032,0.0118736,0.8870896,0.0003874768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970919,0.00003284234,0.0004279269,0.0002045252,0.0006237895,0.00008903417,0.00001029536,0.00001478115,0.001504915],"genre_scores_gemma":[0.9975432,0.00002408794,0.0006348759,0.00001050611,0.0001420945,0.00001325512,0.000002050497,0.000002333889,0.001627582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9178774,"threshold_uncertainty_score":0.4892663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07470054472955356,"score_gpt":0.2961619256846245,"score_spread":0.221461380955071,"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."}}