{"id":"W2489316023","doi":"10.5840/cpsem200712","title":"The Bubble Analogy","year":2007,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Analogy; Bubble; Mechanics; Epistemology; Physics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001099923,0.0001959548,0.0001659188,0.00003467345,0.0004065296,0.0001583601,0.000186561,0.0001588671,0.002861551],"category_scores_gemma":[0.000006346243,0.0001330443,0.0001051204,0.00000261114,0.0004308934,0.00003656538,0.00006324047,0.0004013717,0.0007853633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003894867,"about_ca_system_score_gemma":0.00000986814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007516688,"about_ca_topic_score_gemma":0.0005166848,"domain_scores_codex":[0.9992331,0.000005031604,0.0002130871,0.0001583973,0.0001564436,0.0002339599],"domain_scores_gemma":[0.9994373,0.0001178795,0.00006720388,0.0002987249,0.00002480237,0.00005406092],"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":[0.000003410135,0.000004309027,0.000001927684,0.00001499687,0.00002874063,0.00002053623,0.000815553,5.835886e-7,4.058281e-7,0.9275845,0.06994641,0.001578666],"study_design_scores_gemma":[0.00004249799,0.00002826041,0.000003000304,0.00004413031,0.00003893804,0.000004822046,0.0001465101,0.00000363161,0.000002418847,0.07099746,0.9285308,0.0001575751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007566913,0.002518089,0.000004165881,0.0003478494,0.001190828,0.00007730738,0.0001299367,0.00003083872,0.9956934],"genre_scores_gemma":[0.001552834,0.0006902906,0.00003229854,0.001412759,0.001853047,6.451013e-7,0.0001252945,0.00004697738,0.9942859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8585843,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906093041220562,"score_gpt":0.2148217304038661,"score_spread":0.1857607999916605,"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."}}