{"id":"W3163257182","doi":"10.22503/inftars.ii.2002.2.3","title":"A komplexitás varázsa","year":2002,"lang":"hu","type":"article","venue":"Információs Társadalom","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medicine Hat College","funders":"","keywords":"Humanities; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00406499,0.001089036,0.0006429643,0.00202805,0.005680513,0.01348277,0.001501576,0.002769143,0.03665426],"category_scores_gemma":[0.008140148,0.0005117118,0.0007408561,0.00188952,0.01384676,0.008389596,0.008762986,0.004565199,0.005664505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006738256,"about_ca_system_score_gemma":0.004535888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004803243,"about_ca_topic_score_gemma":0.005093176,"domain_scores_codex":[0.9928847,0.002426395,0.000324946,0.001172534,0.002047548,0.001143899],"domain_scores_gemma":[0.9938211,0.002264819,0.0007968227,0.001134273,0.001296374,0.000686724],"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":[0.0001347824,0.0001691566,0.005813466,0.0005310865,0.00008249932,0.001580991,0.05177919,0.0004813463,0.002221011,0.8347484,0.03296036,0.06949769],"study_design_scores_gemma":[0.0000333559,0.00007658708,0.007256481,0.0004996696,0.00005998939,0.001861975,0.04345812,0.0005914774,0.001746174,0.3090503,0.6352928,0.00007309915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1382521,0.01423981,0.0272397,0.08142882,0.001857697,0.0001803473,0.0006462759,0.0004955399,0.7356597],"genre_scores_gemma":[0.8513204,0.006752653,0.005809657,0.007273269,0.0008000324,0.0001683059,0.0003989832,0.0002171142,0.1272596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03665426,"threshold_uncertainty_score":0.1226207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113207879710543,"score_gpt":0.2906081765064327,"score_spread":0.1792873885353783,"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."}}