{"id":"W4392803929","doi":"10.14513/actatechjaur.00729","title":"Analysis of Normative Requirements and Technical Specifications of a Structural Design of the Mechanical Device Operating in the Amusement Industry","year":2024,"lang":"en","type":"article","venue":"Acta Technica Jaurinensis","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"Kultúrna a Edukacná Grantová Agentúra MŠVVaŠ SR","keywords":"Normative; Amusement; Engineering; Manufacturing engineering; Systems engineering; Computer science; Construction engineering; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007409314,0.0001219439,0.0002982902,0.0003090281,0.00002940186,0.000007401661,0.0004337805,0.0002273536,0.000008541283],"category_scores_gemma":[0.0004147501,0.00007730079,0.00008167452,0.001571562,0.000148144,0.00006849538,0.0001543688,0.0005047498,9.590322e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003495701,"about_ca_system_score_gemma":0.00001602059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001834761,"about_ca_topic_score_gemma":0.00001649102,"domain_scores_codex":[0.9990049,0.00009782486,0.0004675194,0.0001417621,0.0001581954,0.0001297942],"domain_scores_gemma":[0.9988528,0.0005415973,0.00006568748,0.0004887375,0.00003896116,0.0000122481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008628461,0.00004541652,0.003494428,0.0003274652,0.001024091,0.000003419716,0.0008962759,0.03090368,0.9508603,0.009225752,0.0002322879,0.002978297],"study_design_scores_gemma":[0.0003963696,0.0002424483,0.3330276,0.000789452,0.002048052,0.00004479667,0.001970536,0.1149716,0.5431719,0.002641552,0.0002035974,0.0004921177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821267,0.0004960708,0.01616076,0.0004411122,0.00006741448,0.0003725642,0.0000229935,0.0001934732,0.0001188842],"genre_scores_gemma":[0.9734155,0.0001269895,0.02639112,0.000009362544,0.000005399742,0.00003767741,0.000002087676,0.00001004506,0.000001816488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4076884,"threshold_uncertainty_score":0.3152235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09620493307080935,"score_gpt":0.3122272612970756,"score_spread":0.2160223282262662,"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."}}