{"id":"W4243257749","doi":"10.1007/978-1-4614-6170-8_100645","title":"Community: Module, Cluster, Group","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cluster (spacecraft); Group (periodic table); Computer science; Geography; Computer network; Physics","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004621539,0.0002094362,0.0003471435,0.00004225002,0.001310297,0.00008570857,0.0006078251,0.0007155324,0.008498409],"category_scores_gemma":[0.0005201335,0.0001812961,0.0001980846,0.00002062888,0.0006931424,0.0001583841,0.0001843869,0.001393361,0.001176084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005724446,"about_ca_system_score_gemma":0.00005400987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123173,"about_ca_topic_score_gemma":0.001364871,"domain_scores_codex":[0.9973475,0.001704821,0.0002470011,0.0001955965,0.0002810278,0.0002240185],"domain_scores_gemma":[0.99635,0.002778697,0.0002136121,0.0004349734,0.00006710984,0.000155604],"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":[0.00002638639,0.0000123488,0.000003730459,0.000007467147,0.00003547074,0.000002692744,0.001430581,2.06362e-7,2.429981e-7,0.9666699,0.01467329,0.01713775],"study_design_scores_gemma":[0.00006712067,0.00005030894,0.000003023805,0.00001619143,0.00001542519,4.084154e-7,0.0003221363,0.0000012551,5.970553e-8,0.3963414,0.6030286,0.0001541062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003511249,0.0002832421,0.000841114,0.003193535,0.0004606931,0.0002592691,0.000008078909,0.0002204437,0.9946985],"genre_scores_gemma":[0.04532515,0.0004680444,0.0001425994,0.004406045,0.000640541,0.000005148814,0.00003758251,0.00002172595,0.9489532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5883553,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059464411434045,"score_gpt":0.3302960309078988,"score_spread":0.2243495897644943,"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."}}