{"id":"W2493442663","doi":"10.1017/cbo9780511845352.006","title":"Phase and contexts of culture and situation","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Saint Mary's University","funders":"","keywords":"Phase (matter); Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001353598,0.0001469319,0.000238445,0.00005972328,0.0003007909,0.00002902774,0.0001653021,0.0005517043,0.000005470309],"category_scores_gemma":[0.0000529978,0.0001694296,0.00005757387,0.000004312016,0.001736304,0.00006966326,0.0001288289,0.0003830461,8.895216e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007184587,"about_ca_system_score_gemma":0.00009000867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005614227,"about_ca_topic_score_gemma":0.00006453286,"domain_scores_codex":[0.9992338,0.00004227345,0.0001061662,0.0002450739,0.0002148052,0.0001578387],"domain_scores_gemma":[0.999263,0.0001137048,0.0001407012,0.0001556407,0.0001498127,0.0001771573],"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":[0.00002216552,0.000009913701,0.000003692116,0.00003358767,0.00003283109,0.00001473766,0.001535698,7.643452e-9,0.0001313758,0.9963266,0.0004876311,0.001401721],"study_design_scores_gemma":[0.001158105,0.00007487508,0.00003342987,0.00009772875,0.0001998214,0.00000232114,0.0006878893,0.000018159,0.0001153848,0.00181116,0.9955174,0.0002836935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005089202,0.0001395215,0.0001035995,0.00003486003,0.0001295454,0.000281609,0.0002695488,0.00003917466,0.9939129],"genre_scores_gemma":[0.04549643,0.0002783522,0.0001627205,0.00003067293,0.00009839093,2.207721e-7,0.00002063272,0.0000130353,0.9538996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9950298,"threshold_uncertainty_score":0.690914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004851458986991,"score_gpt":0.2708966010558269,"score_spread":0.250848086465957,"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."}}