{"id":"W4242110215","doi":"10.1007/978-1-4939-7131-2_101081","title":"Small-World Networks","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Water Governance and Infrastructure","field":"Social Sciences","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001450444,0.0001847877,0.0002035165,0.00004843892,0.0002477723,0.00009253559,0.0003567691,0.0003689133,0.05147683],"category_scores_gemma":[0.000009234064,0.0001538564,0.0001170635,0.00003006295,0.000364195,0.00008296351,0.0000668409,0.0002780164,0.0009615602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008860204,"about_ca_system_score_gemma":0.0001124518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008287813,"about_ca_topic_score_gemma":0.03222035,"domain_scores_codex":[0.9990168,0.00001150246,0.0001623229,0.0002512685,0.0002642671,0.0002938248],"domain_scores_gemma":[0.9994282,0.00002462665,0.0001316284,0.0002258223,0.00008441443,0.0001053422],"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":[0.000002431426,8.377661e-7,0.00002547569,0.000001794886,0.0000172024,0.00000385013,0.000464278,0.000001017901,9.176333e-8,0.5775459,0.4180331,0.003903945],"study_design_scores_gemma":[0.00003814446,0.00001255293,0.00003037077,0.00004248128,0.00001503507,2.707104e-7,0.00003022412,0.000003909629,0.000002175932,0.069337,0.9302863,0.0002015648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001004147,0.0001666177,0.0002611305,0.0004461014,0.001163124,0.000134404,0.00000673691,0.0001002534,0.9977116],"genre_scores_gemma":[0.0007098608,0.0003449446,0.0002807735,0.001271095,0.005392885,0.000001653665,0.00001186057,0.00002889442,0.991958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5122532,"threshold_uncertainty_score":0.9998163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999120022459818,"score_gpt":0.2486196531266782,"score_spread":0.2186284529020801,"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."}}