{"id":"W7034771186","doi":"","title":"ã«ãã ãªã¨ã ã»ã³ã·ã³ã·ã§ã³ã¯ ã ãã§ã¦ã¤ã¯ ã»ã³ãã³ ãã§ã¦ã¤ã³ ã ã¸ãã¿ã¤ ã ãã¤ã ãã¦ãã¥ã¦ ã ãã¤ã±ã¤ ãã¯ãã§ã¦ ã«ãã¤","year":2010,"lang":"de","type":"other","venue":"","topic":"Social Skills and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Accountability; Higher education; Balance (ability); Faculty development; Public policy","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.005887315,0.004710904,0.005207794,0.001817998,0.00615275,0.003327536,0.006740315,0.008883405,0.1419111],"category_scores_gemma":[0.003167377,0.004585163,0.003360417,0.005654096,0.004418941,0.002058528,0.001362632,0.005761687,0.03563537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002854125,"about_ca_system_score_gemma":0.005712631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09006341,"about_ca_topic_score_gemma":0.07402845,"domain_scores_codex":[0.9732931,0.002433753,0.004559984,0.006113781,0.006306314,0.007293122],"domain_scores_gemma":[0.9834629,0.002390413,0.004045058,0.004343413,0.001960823,0.003797375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003100607,0.003450435,0.0132304,0.0006961666,0.001987115,0.0001226579,0.04538274,0.00002599716,0.00101286,0.02838273,0.8546196,0.05077921],"study_design_scores_gemma":[0.002870456,0.0005903774,0.008818986,0.001012375,0.001416274,0.00003055019,0.02487039,0.00009801704,0.0004265189,0.008976422,0.9447873,0.006102297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04503234,0.0106161,0.0005373597,0.01989115,0.06189286,0.007482406,0.0009677919,0.00252348,0.8510565],"genre_scores_gemma":[0.1327671,0.01312713,0.0031301,0.007104268,0.04735446,0.00103371,0.00169222,0.002030071,0.791761],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1062757,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598599172057372,"score_gpt":0.325257581243781,"score_spread":0.3092715895232072,"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."}}