{"id":"W4402920029","doi":"10.1007/978-3-662-69137-3_1","title":"Grundlagen","year":2024,"lang":"de","type":"book-chapter","venue":"","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001520805,0.000410243,0.0005442956,0.0001960388,0.000488595,0.00003623893,0.0002257766,0.001668037,0.2343859],"category_scores_gemma":[0.000587852,0.0002862829,0.0003139933,0.0000512822,0.000216819,0.0001152606,0.000277484,0.003338565,0.3430824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189187,"about_ca_system_score_gemma":0.0004146285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000256611,"about_ca_topic_score_gemma":0.0001111212,"domain_scores_codex":[0.9968474,0.0001861648,0.001129514,0.0006894385,0.0006493391,0.0004981755],"domain_scores_gemma":[0.9951292,0.003277511,0.000352667,0.0005816661,0.0001816316,0.0004772675],"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":[0.00002938697,0.0000246445,0.00001150853,0.002832498,0.0002053251,0.00004639571,0.001352189,3.649396e-7,0.000007857902,0.8784735,0.1064738,0.01054257],"study_design_scores_gemma":[0.0001833652,0.0001598992,0.00003148977,0.001886587,0.0004101571,0.000001475561,0.0008699329,0.0002048532,2.449322e-7,0.1331611,0.8628054,0.0002855477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002634925,0.009411856,0.0002292558,0.041305,0.01294061,0.00120778,0.00004871422,0.0001936288,0.9346368],"genre_scores_gemma":[0.001727168,0.004734209,0.0006871955,0.003809675,0.004280336,0.00002933729,0.000131037,0.0001241024,0.9844769],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7563316,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09558169658363042,"score_gpt":0.4442760859459094,"score_spread":0.348694389362279,"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."}}