{"id":"W7104568589","doi":"10.5281/zenodo.17563985","title":"ULUSLARARASI STRATEJIK ARASTIRMALAR KONGRESI (ISRC) 2022 ÖZET BILDIRI KITABI/ABSTRACT BOOK","year":2025,"lang":"tr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Music Education and Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Publics; Public policy; Government (linguistics); Portfolio; Digital strategy; Investment (military); Geopolitics","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":[0.002273393,0.0003655331,0.0004147047,0.0007369554,0.007117392,0.002869634,0.002180179,0.0002494844,0.198536],"category_scores_gemma":[0.001208491,0.0004094853,0.0002518464,0.00307951,0.0007709078,0.0007851066,0.000954441,0.0007532166,0.01661631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004403066,"about_ca_system_score_gemma":0.00008244193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003209274,"about_ca_topic_score_gemma":0.00001586644,"domain_scores_codex":[0.9954259,0.0008921049,0.000725247,0.0009880727,0.001021483,0.0009471772],"domain_scores_gemma":[0.9971314,0.00009824284,0.0003348774,0.0007461837,0.001198115,0.0004911743],"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":[0.00005378361,0.0005301186,0.00006727898,0.0001332952,0.0002295581,0.00001560315,0.005056817,0.00003398781,0.0008323689,0.0335024,0.8489036,0.1106412],"study_design_scores_gemma":[0.0004875403,0.00009958044,0.005608206,0.0001348218,0.0001199657,0.000006808087,0.008164323,0.0002253122,0.0002116354,0.0004168644,0.9841437,0.0003812551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03365229,0.002026355,0.0005079487,0.02051552,0.001069863,0.0009856346,0.000416102,0.0009510219,0.9398752],"genre_scores_gemma":[0.9080371,0.002757954,0.0001015654,0.002043432,0.0008522902,2.207962e-7,0.001341634,0.0009544474,0.08391137],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8743848,"threshold_uncertainty_score":0.9998357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461244662788435,"score_gpt":0.3035118442546096,"score_spread":0.2688993976267252,"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."}}