{"id":"W4398178771","doi":"10.1080/00207233.2023.2284541","title":"Deep Blue","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Studies","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College; University of Toronto","funders":"","keywords":"Deep blue; Chemistry","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":[0.0002227416,0.00006115557,0.00009397621,0.00006523942,0.0001172172,0.00005257317,0.0002004934,0.00002859783,0.0003588888],"category_scores_gemma":[0.00006703837,0.00005050168,0.0001245385,0.0000266375,0.0003022501,0.0001792952,0.00003858534,0.0001134505,0.00007549881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006517555,"about_ca_system_score_gemma":0.00003174911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002736201,"about_ca_topic_score_gemma":0.0001037712,"domain_scores_codex":[0.9990801,0.00003846027,0.0001930515,0.00006571406,0.0005201494,0.0001025142],"domain_scores_gemma":[0.9997184,0.00009590832,0.0000664554,0.00002844302,0.00003411951,0.00005666861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001272825,0.0005339666,0.008531077,0.00004343753,0.005840344,0.002175488,0.5282099,0.0004135685,0.002903298,0.1793729,0.161153,0.1106957],"study_design_scores_gemma":[0.0001027168,0.00003214752,0.001041541,0.00004150584,0.00003644968,0.00003981496,0.02772577,0.000007057768,0.00008566358,0.001633551,0.9691855,0.00006831204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7144516,0.1629401,0.0007145514,0.01156846,0.03241688,0.0001804753,0.000102441,0.00007212584,0.07755336],"genre_scores_gemma":[0.9871712,0.007197518,0.0001181895,0.0002636583,0.001906516,8.984376e-7,0.000001198391,0.00000589704,0.003334968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8080325,"threshold_uncertainty_score":0.3929581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484029434470231,"score_gpt":0.3307631750847044,"score_spread":0.3059228807400021,"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."}}