{"id":"W7094149133","doi":"","title":"9783903187511.pdf","year":2020,"lang":"de","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Subject (documents); Theme (computing); Memoir","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003306695,0.0008755561,0.001294723,0.0004094082,0.002427457,0.001713722,0.003524004,0.0004069062,0.9928757],"category_scores_gemma":[0.001930869,0.0006951342,0.0007312443,0.003164199,0.002601752,0.0006095369,0.0007508935,0.001447187,0.9987934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006499614,"about_ca_system_score_gemma":0.001480245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179669,"about_ca_topic_score_gemma":0.003222138,"domain_scores_codex":[0.9872463,0.005837945,0.001141095,0.001524318,0.003029182,0.001221161],"domain_scores_gemma":[0.9939451,0.002412434,0.001163227,0.001213951,0.0006704606,0.0005948076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005440665,0.0001586759,0.0003228558,0.00006104245,0.001509195,0.00001656865,0.01211851,0.00001224615,0.0001287696,0.03271398,0.01519582,0.9377079],"study_design_scores_gemma":[0.0004637404,0.0001297496,0.0007367844,0.0001163458,0.0004039945,9.287845e-7,0.005743556,0.0004454468,0.00004202175,0.005471337,0.9856321,0.0008139964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005287602,0.00002833679,0.002251571,0.02489997,0.001014994,0.00189215,5.355523e-8,0.0001128502,0.9697472],"genre_scores_gemma":[0.009113623,0.001285601,0.0005289462,0.002141195,0.003612286,0.0002652556,0.0007153657,0.0002933065,0.9820444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9704363,"threshold_uncertainty_score":0.99955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09739594717748595,"score_gpt":0.4205478993163146,"score_spread":0.3231519521388286,"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."}}