{"id":"W4380483072","doi":"10.26661/2786-5622-2023-1-12","title":"ДОСВІД ПІДГОТОВКИ БАКАЛАВРІВ У ГАЛУЗІ ІНФОРМАЦІЙНИХ ТЕХНОЛОГІЙ У ПРОВІДНИХ КРАЇНАХ СВІТУ","year":2023,"lang":"uk","type":"article","venue":"Pedagogical Sciences Theory and Practice","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.02549123,0.0006402649,0.0005796073,0.0006419755,0.002612665,0.001744632,0.003363987,0.0004474197,0.0008014487],"category_scores_gemma":[0.0290063,0.0005094169,0.0001562971,0.007752143,0.004568835,0.004357034,0.002414963,0.001246631,0.00262859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171901,"about_ca_system_score_gemma":0.001167332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009737346,"about_ca_topic_score_gemma":0.00000972514,"domain_scores_codex":[0.990429,0.003405752,0.0008600792,0.002046688,0.001702382,0.001556106],"domain_scores_gemma":[0.9745048,0.02284855,0.0007094121,0.0009690832,0.0006257035,0.000342475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001577435,0.000264197,0.0003358842,0.00004473002,0.0000520094,0.00009686202,0.004746039,0.00003092657,0.0004573698,0.9440185,0.005920447,0.04387525],"study_design_scores_gemma":[0.0003739696,0.0008942018,0.00516872,0.0001130985,0.00007705583,0.0004261901,0.02434335,0.001423189,0.0005998079,0.6420288,0.3235856,0.000965956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2165425,0.0135839,0.04499462,0.2555892,0.01008832,0.001914518,0.0001040586,0.003592273,0.4535905],"genre_scores_gemma":[0.9492996,0.0052897,0.01704988,0.006574762,0.001077483,0.0001212691,0.00001555775,0.00004184667,0.02052989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7327571,"threshold_uncertainty_score":0.9997358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3619051993845379,"score_gpt":0.4979549945579885,"score_spread":0.1360497951734506,"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."}}