{"id":"W3160663966","doi":"10.48127/gu-nse/15.12.156","title":"THE FIRST INTERNATIONAL BALTIC SYMPOSIUM ON SCIENCE AND TECHNOLOGY EDUCATION BalticSTE2015 „STATE-OF-THE-ART AND FUTURE PERSPECTIVES”: A REVIEW OF SYMPOSIUM","year":2015,"lang":"en","type":"review","venue":"GAMTAMOKSLINIS UGDYMAS / NATURAL SCIENCE EDUCATION","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Political science; Czech; Natural (archaeology); Library science; Geography","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.003860367,0.0004740774,0.0007637317,0.001444633,0.0009446747,0.0003558504,0.005636998,0.0001949417,0.000002121047],"category_scores_gemma":[0.003398372,0.0002910337,0.0001155608,0.009759406,0.005754884,0.001089182,0.001486818,0.000857882,0.000009988414],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423445,"about_ca_system_score_gemma":0.02832471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032999,"about_ca_topic_score_gemma":0.000006265466,"domain_scores_codex":[0.9951062,0.0001230417,0.001026986,0.001255842,0.001974426,0.0005135186],"domain_scores_gemma":[0.9888898,0.0003400315,0.001690139,0.001661444,0.007285198,0.0001334295],"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":[0.000002506164,0.0001774705,0.00002479384,0.002783052,0.00001894717,1.07979e-7,0.0005463495,1.676997e-7,0.00003691586,0.2184697,0.005031019,0.7729089],"study_design_scores_gemma":[0.00007338222,0.00009802085,0.000227533,0.01278698,0.00006131146,0.0001115358,0.0008904518,0.00006412659,0.0001478856,0.003777353,0.9814087,0.0003527172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001453813,0.9231063,0.00001803138,0.06150009,0.0110052,0.001654025,0.00001088868,0.00007249419,0.002487597],"genre_scores_gemma":[0.001825984,0.993949,0.0026407,0.0003582081,0.0003416932,0.0002450393,0.000008035307,0.00001910586,0.0006122153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9763777,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519096672416915,"score_gpt":0.3367025425411593,"score_spread":0.3215115758169902,"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."}}