{"id":"W7035289996","doi":"","title":"Сучасні тенденції розвитку освітніх програм інформаційно-документного профілю в Україні","year":2025,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Documentation; Flexibility (engineering); Educational program; Higher education; Specialty; Professional development; Professional qualification; Content analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001019889,0.0002495906,0.0004037363,0.00007644435,0.0007803988,0.0003717224,0.0006871617,0.0001886357,0.002596373],"category_scores_gemma":[0.0004310531,0.0001146546,0.0002878497,0.001439244,0.0008763134,0.0002154779,0.0002718959,0.0001958602,0.0001389619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005746296,"about_ca_system_score_gemma":0.0001419366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002981702,"about_ca_topic_score_gemma":0.0008674665,"domain_scores_codex":[0.9974985,0.0001144688,0.0006105601,0.0007272345,0.0004970338,0.000552259],"domain_scores_gemma":[0.9988469,0.0002125636,0.0001891636,0.0002629076,0.0002747768,0.0002136411],"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":[0.0002635598,0.00101897,0.0176605,0.0001132194,0.00008085366,0.00001695286,0.0003140108,0.00001162236,0.344782,0.01488347,0.04159797,0.5792568],"study_design_scores_gemma":[0.0004807131,0.0001787146,0.07205851,0.0001302323,0.00003924151,0.000005023709,0.0003398553,0.0001916164,0.02202847,0.002316521,0.9018724,0.0003586914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801804,0.0007799569,0.00009406985,0.003980356,0.000963924,0.0003616396,0.0003737891,0.0001189606,0.01314688],"genre_scores_gemma":[0.9964126,0.0000204722,0.0001474642,0.0003194431,0.0001513843,0.00003826059,0.0004314882,6.118867e-7,0.002478244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8602744,"threshold_uncertainty_score":0.9983154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301861316003701,"score_gpt":0.2295043042472896,"score_spread":0.2164856910872525,"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."}}