{"id":"W7104521096","doi":"10.5281/zenodo.17563986","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":"Agricultural and Environmental Management","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":[0.001055705,0.0003572993,0.0003012059,0.0002421421,0.006004868,0.001744399,0.001814396,0.0001846146,0.07100275],"category_scores_gemma":[0.0002165127,0.0003344094,0.0001609154,0.001284463,0.0006565663,0.000851666,0.002035749,0.0005662906,0.02053844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573314,"about_ca_system_score_gemma":0.000009246745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002215219,"about_ca_topic_score_gemma":0.000007017393,"domain_scores_codex":[0.9963909,0.0004520581,0.0005162102,0.000857041,0.0008893062,0.000894441],"domain_scores_gemma":[0.9987387,0.00003953045,0.00021471,0.0004408539,0.0002321592,0.0003340108],"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":[0.00009661983,0.0005222018,0.00006607328,0.0001638237,0.0001912635,0.00004296436,0.00217012,0.0001047988,0.001775798,0.01985567,0.8106555,0.1643551],"study_design_scores_gemma":[0.0004817883,0.0001936599,0.03251657,0.0001130745,0.00007074107,0.000007336436,0.004963861,0.00007094118,0.0002486672,0.000322845,0.9606399,0.0003706418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0781358,0.001758035,0.0001911953,0.01189665,0.0006969656,0.00155343,0.0003574186,0.0008665857,0.9045439],"genre_scores_gemma":[0.9299896,0.00343621,0.00005958134,0.0008763799,0.0004161895,2.254438e-7,0.001004452,0.0005587219,0.06365865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8518538,"threshold_uncertainty_score":0.9999108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200521665207948,"score_gpt":0.2471503457356464,"score_spread":0.2251451290835669,"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."}}