{"id":"W4256314544","doi":"10.3138/topia.32.179","title":"Iceberg Economies","year":2015,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Thriving; Economy; Business; Geography; Economics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001009415,0.00008829818,0.0001660402,0.00002401071,0.0001270286,0.000007139673,0.0001488564,0.00002018944,0.0004653631],"category_scores_gemma":[0.00003460844,0.00005786902,0.00006590118,0.00005072634,0.001426341,0.0002300406,0.000030623,0.00008177631,0.000292308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008283006,"about_ca_system_score_gemma":0.00006223807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006805952,"about_ca_topic_score_gemma":0.02550053,"domain_scores_codex":[0.9994296,0.00002166909,0.0001737298,0.00007536064,0.0001301044,0.000169561],"domain_scores_gemma":[0.9993732,0.00001145527,0.0001206963,0.00005220261,0.00001685981,0.0004255664],"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":[0.00003356735,0.0000255719,0.08954442,0.000006645289,0.000219717,0.0002761892,0.03687283,0.003489257,0.00015364,0.0005413687,0.8586731,0.01016368],"study_design_scores_gemma":[0.0002120452,0.0001294599,0.02384594,0.00001054246,0.0000190832,0.0001700758,0.02197058,0.000002004319,0.0000440394,0.000540582,0.9529254,0.0001302893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953777,0.004516101,0.000002931486,0.002526079,0.000524201,0.00003644169,0.000002294171,0.000003503439,0.0386114],"genre_scores_gemma":[0.9872142,0.0001738254,0.0003484432,0.0005633247,0.0001573281,0.000001098739,4.464108e-7,0.000004671661,0.01153663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09425226,"threshold_uncertainty_score":0.9998078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03662382098303225,"score_gpt":0.2345014983230329,"score_spread":0.1978776773400006,"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."}}