{"id":"W4293079872","doi":"10.7202/1089693ar","title":"Lilly A. Koltun","year":2022,"lang":"de","type":"article","venue":"Archivaria","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006728029,0.0003525358,0.0004825142,0.0002977111,0.001082635,0.00001777883,0.001301056,0.000216491,0.05001427],"category_scores_gemma":[0.00010526,0.0004114084,0.0002719178,0.0005320323,0.0005229015,0.0000438954,0.0008882991,0.002980245,0.008469543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645731,"about_ca_system_score_gemma":0.0001332097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002372519,"about_ca_topic_score_gemma":4.88464e-7,"domain_scores_codex":[0.9955636,0.001371468,0.0005908033,0.001115392,0.0004402246,0.0009184579],"domain_scores_gemma":[0.9978892,0.0005169574,0.0002640996,0.001023241,0.00002588413,0.0002806642],"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":[0.0003538244,0.0004685311,0.0005266028,0.000005639005,0.0002877746,0.0001524534,0.01151025,0.00001645668,0.000106947,0.595473,0.3851268,0.005971766],"study_design_scores_gemma":[0.0009952644,0.0005984318,0.003571599,0.000003543621,0.0001159781,0.0001041777,0.001075319,0.00004891113,7.52068e-7,0.2476466,0.7454908,0.0003486859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006334811,0.01500875,0.003217859,0.008251094,0.02970602,0.000394194,0.0002562631,0.0001634647,0.9423689],"genre_scores_gemma":[0.9058055,0.000427772,0.001141744,0.008484071,0.004356251,0.0002277367,0.0001029629,0.0001304437,0.07932349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.905172,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258971443012668,"score_gpt":0.3223703370636957,"score_spread":0.299780622633569,"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."}}