{"id":"W4413751648","doi":"10.70286/isu-27.08.2025.006","title":"IMPLEMENTATION OF THE PROJECT-ORIENTED APPROACH IN THE EDUCATIONAL PROCESS OF THE COURSE \"FUNDAMENTALS OF WEB DESIGN\"","year":2025,"lang":"en","type":"article","venue":"","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Process (computing); Computer science; Software engineering; Engineering management; Engineering; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005967709,0.0006955015,0.0003409215,0.0009550884,0.0008099442,0.002333263,0.001706634,0.001049373,0.04725857],"category_scores_gemma":[0.005358107,0.0002352461,0.0005569975,0.0006396223,0.0008445764,0.00111046,0.003645661,0.001669827,0.01727999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008959,"about_ca_system_score_gemma":0.003331947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004370504,"about_ca_topic_score_gemma":0.0006701197,"domain_scores_codex":[0.9962087,0.0019683,0.0001472413,0.0005373678,0.0007290861,0.0004093544],"domain_scores_gemma":[0.9959503,0.000892919,0.000181451,0.0006110597,0.0008190357,0.001545202],"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":[0.0003975515,0.004191511,0.003362109,0.0008928924,0.0000200692,0.0005057828,0.0081283,0.001789583,0.01562502,0.02372966,0.08282913,0.8585284],"study_design_scores_gemma":[0.0001438592,0.001240481,0.01187591,0.0006108364,0.0000213021,0.0004868501,0.003251568,0.003964096,0.007422994,0.01689276,0.9540322,0.0000571713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05225328,0.000475859,0.6906955,0.004756399,0.001367156,0.009126597,0.001492197,0.007747888,0.2320852],"genre_scores_gemma":[0.1735155,0.0005948634,0.6545362,0.001190869,0.0003375841,0.01048227,0.001572339,0.001019272,0.1567511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04725857,"threshold_uncertainty_score":0.1580956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573661302259126,"score_gpt":0.3825949966573179,"score_spread":0.3468583836347267,"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."}}