{"id":"W2186867633","doi":"","title":"Academic careers in Spanish geography: a gender perspective","year":2012,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Historical and socio-economic studies of Spain and related regions","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); Sociology; Human geography; Qualitative property; Quarter (Canadian coin); Qualitative research; Space (punctuation); Gender studies; Social science; Geography; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002021709,0.0005677844,0.001823844,0.001918585,0.0005828954,0.0005151409,0.002398972,0.000701372,0.005986202],"category_scores_gemma":[0.0003186224,0.0006048454,0.0007640494,0.001396969,0.0005339667,0.002274306,0.0009792655,0.00183408,0.0002314018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199166,"about_ca_system_score_gemma":0.0001122107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006626147,"about_ca_topic_score_gemma":0.00003359376,"domain_scores_codex":[0.9959027,0.0001554898,0.001831838,0.0007879117,0.0001947857,0.001127252],"domain_scores_gemma":[0.9967549,0.000350842,0.001597226,0.0004958324,0.000180818,0.0006203965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006994469,0.000440178,0.9403954,0.00009500548,0.0009383781,0.00001431154,0.004295859,0.0001009254,0.00005724486,0.02294702,0.0296344,0.001011346],"study_design_scores_gemma":[0.0008703632,0.00001266485,0.869961,0.0002681201,0.0001064698,0.00000703093,0.003271548,0.00004862409,0.00002636057,0.02033683,0.1042674,0.0008235925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4601198,0.4761333,0.00007570503,0.000933732,0.002980442,0.0005442291,0.0001936614,0.00002510293,0.05899412],"genre_scores_gemma":[0.7196294,0.2785718,0.00005357518,0.0003715627,0.0005386382,0.00004091818,0.000006953786,0.0000603144,0.0007268983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2595096,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2568639549448377,"score_gpt":0.4760035772373069,"score_spread":0.2191396222924692,"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."}}