{"id":"W4253517418","doi":"10.1007/978-1-4939-7131-2_100094","title":"Changeable Networks","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001822899,0.000397164,0.0004396485,0.0004250729,0.0001945023,0.0003969314,0.000338012,0.0003632264,0.01969509],"category_scores_gemma":[0.00001273408,0.0003406999,0.000214241,0.0001315289,0.00007836926,0.0004814616,0.0002422976,0.0002344258,0.005607887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001818634,"about_ca_system_score_gemma":0.00001586407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002379731,"about_ca_topic_score_gemma":0.0001806317,"domain_scores_codex":[0.9986166,6.777615e-7,0.000300592,0.0004904094,0.000278515,0.0003131994],"domain_scores_gemma":[0.9987772,0.000009689525,0.000312701,0.0004057101,0.0004826273,0.00001210305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004373753,0.00005202301,0.0001076281,0.0008020397,0.000528704,0.00004084874,0.00001326195,0.001625821,0.000002486191,0.3619263,0.5583634,0.07649384],"study_design_scores_gemma":[0.0001114333,0.000002507962,0.000002365774,0.0001826969,0.0003219206,8.284015e-7,0.000005029239,0.098951,6.978474e-7,0.04539847,0.8545167,0.0005063111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006101654,0.0004944947,0.02915768,0.0004077328,0.0004852635,0.00009217706,0.000001247247,0.0003635848,0.9689917],"genre_scores_gemma":[0.005206858,0.0001535531,0.0001964018,0.004520001,0.01274212,0.000008654287,0.0001756873,0.0001280382,0.9768687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3165278,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984764193696818,"score_gpt":0.2026606898380964,"score_spread":0.1728130479011282,"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."}}