{"id":"W7048448585","doi":"","title":"Junior- en senior prim&amp;ecirc;re damesonderwysstudente : 'n vergelykende psigometriese ondersoek","year":2021,"lang":"af","type":"dissertation","venue":"Boloka Institutional Repository (North-west University)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Identification (biology); Set (abstract data type); Perspective (graphical); Data collection; Agency (philosophy)","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"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000172799,0.001431461,0.00126597,0.001839598,0.002005634,0.0003740236,0.001417794,0.001286254,0.0002763766],"category_scores_gemma":[0.0002680903,0.001873905,0.0008930622,0.002642558,0.0004256222,0.001121458,0.0004233677,0.002013537,0.000296243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002507078,"about_ca_system_score_gemma":0.00245189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353801,"about_ca_topic_score_gemma":0.008074698,"domain_scores_codex":[0.9944963,0.0003062348,0.001025192,0.001742711,0.001215887,0.001213689],"domain_scores_gemma":[0.9963522,0.0004571651,0.0005551765,0.001058527,0.0008494264,0.0007275345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004378837,0.006214553,0.08061355,0.01164454,0.0161476,0.06097458,0.06972607,0.3697821,0.3479362,0.01790378,0.01232108,0.002357127],"study_design_scores_gemma":[0.005513296,0.0004343633,0.223083,0.002767356,0.003060548,0.001567521,0.03169543,0.001203976,0.02325086,0.00004137807,0.7011812,0.006201083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651487,0.002417558,0.001933117,0.00004108217,0.006455878,0.00106762,0.0008878523,0.0005190512,0.02152916],"genre_scores_gemma":[0.9079708,0.001867445,0.0008433739,0.00005907729,0.0007952175,0.00001797168,0.008115703,0.0001695782,0.08016081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6888601,"threshold_uncertainty_score":0.9998435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316711262776108,"score_gpt":0.2138248475705206,"score_spread":0.2006577349427595,"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."}}