{"id":"W4394934006","doi":"10.32370/ia_2024_01_4","title":"Methods of Technical Protection of Goods and Packaging from Counterfeiting, as well as the Issue of Professional Errors in the Investigation of Physical Evidence","year":2024,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Professional standards; Risk analysis (engineering); Engineering ethics; Commerce; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04148737,0.001169414,0.0009503115,0.01078807,0.004056992,0.01130479,0.004078367,0.004224262,0.008191837],"category_scores_gemma":[0.1255608,0.0008950735,0.001014044,0.004022826,0.01646712,0.01108449,0.006310031,0.00453645,0.003731653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592129,"about_ca_system_score_gemma":0.006520645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145095,"about_ca_topic_score_gemma":0.002033345,"domain_scores_codex":[0.9230484,0.03450099,0.004676782,0.003115827,0.03357406,0.001084003],"domain_scores_gemma":[0.826978,0.08127942,0.02075349,0.05329118,0.01684784,0.0008500935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009910353,0.000125433,0.004342942,0.001370787,0.00009391474,0.0003630673,0.005244907,0.001208453,0.003124672,0.6420526,0.01294601,0.3290281],"study_design_scores_gemma":[0.00005454955,0.0004315202,0.009296176,0.003379231,0.0001233895,0.005855115,0.006192266,0.003146139,0.03185071,0.426117,0.513213,0.0003407618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02707283,0.03599685,0.6068145,0.04325432,0.003326617,0.0009551908,0.0008823529,0.0006977271,0.2809995],"genre_scores_gemma":[0.3064604,0.02356966,0.5927376,0.003192838,0.002529903,0.0008790614,0.0004323031,0.0005433601,0.06965479],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04148737,"threshold_uncertainty_score":0.2194089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03945024951863081,"score_gpt":0.3118672387846778,"score_spread":0.272416989266047,"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."}}