{"id":"W2170141183","doi":"10.1111/j.1467-8330.2009.00740.x","title":"<i>2009–2010 Winner</i>","year":2010,"lang":"en","type":"article","venue":"Antipode","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citation; Space (punctuation); Sociology; Geopolitics; Library science; Media studies; Political science; Computer science; Linguistics; Law; Politics; Philosophy","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":[0.0004547259,0.00006680156,0.00007463285,0.00004887022,0.0003988272,0.00008207715,0.0001675659,0.0001190484,0.000548555],"category_scores_gemma":[0.0002156945,0.00006784944,0.00003807671,0.0002327802,0.0001705312,0.0002874811,0.00001617081,0.0001600647,0.0004001001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001831615,"about_ca_system_score_gemma":0.00008884413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004192968,"about_ca_topic_score_gemma":0.09565192,"domain_scores_codex":[0.9991937,0.00004361042,0.0001166839,0.0001501232,0.0002572173,0.0002386477],"domain_scores_gemma":[0.9995217,0.00007208021,0.00005782225,0.0001659818,0.000102508,0.00007995691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003013256,0.0002852342,0.08032101,0.00002297745,0.00002928248,0.00001468869,0.09698291,0.000009306578,0.3830893,0.2125738,0.1792315,0.04740991],"study_design_scores_gemma":[0.0002602624,0.0000225253,0.0328536,0.000009392745,0.00001692281,0.000002186635,0.004907395,0.0002034592,0.006029448,0.004140609,0.951295,0.0002591868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367706,0.00003880998,0.0001430011,0.004830623,0.001934526,0.0001432712,0.00001293177,0.0001551377,0.05597112],"genre_scores_gemma":[0.9902351,0.000137319,0.0009619812,0.0006478767,0.0008866419,0.000007051172,0.00002400135,0.00001176174,0.007088189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7720635,"threshold_uncertainty_score":0.9208501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08183500417732617,"score_gpt":0.3217588365808427,"score_spread":0.2399238324035165,"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."}}