{"id":"W2010721526","doi":"10.2316/journal.203.2010.3.203-4219","title":"ON THE INVISIBLE SOCIO-TECHNICAL SYSTEMS – THE GREAT UNKNOWN","year":2010,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.007877523,0.0007524972,0.0007785781,0.002288027,0.01025003,0.01590207,0.001552417,0.004272066,0.008703918],"category_scores_gemma":[0.01117368,0.0004811665,0.0005352012,0.001691023,0.07557681,0.029363,0.01427687,0.006755809,0.001308876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005118693,"about_ca_system_score_gemma":0.003825219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456287,"about_ca_topic_score_gemma":0.003184522,"domain_scores_codex":[0.991757,0.005130418,0.0001615874,0.0006691393,0.001652657,0.0006290852],"domain_scores_gemma":[0.9869833,0.008348464,0.0006822105,0.002384745,0.0007880184,0.0008132131],"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":[0.0000244894,0.00003247644,0.0007104775,0.0002348629,0.00002121181,0.0003811688,0.07748063,0.000322425,0.0004205195,0.8832644,0.01368445,0.02342295],"study_design_scores_gemma":[0.00001237969,0.0000322759,0.0008417177,0.0005170541,0.00001307318,0.0003216687,0.04388705,0.0003652819,0.0001883608,0.4538802,0.4999039,0.00003706978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07969736,0.04416727,0.03147743,0.3229798,0.003809128,0.0001135696,0.0002202081,0.0003764365,0.5171589],"genre_scores_gemma":[0.9349714,0.0158256,0.004491465,0.01288515,0.001473096,0.0001029279,0.00007321099,0.0002601458,0.02991708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01590207,"threshold_uncertainty_score":0.04166085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006693489474506528,"score_gpt":0.2081256719747884,"score_spread":0.2014321825002819,"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."}}