{"id":"W7024955675","doi":"","title":"From Statement Earrings to Pendants: A Look at Top Diamond Trends in 2024","year":2024,"lang":"en","type":"other","venue":"","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Statement (logic); Diamond; Gloom; Quarter (Canadian coin); Clothing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004766825,0.0001659446,0.0002870357,0.0006840212,0.0000441927,0.0001054973,0.0002154532,0.0001175109,0.1677141],"category_scores_gemma":[0.00003004721,0.0001417703,0.0001298323,0.000801714,0.00004640645,0.00003070966,0.000178334,0.0001183099,0.002701683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256803,"about_ca_system_score_gemma":0.00006510885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09045456,"about_ca_topic_score_gemma":0.218244,"domain_scores_codex":[0.9984097,0.0001511712,0.0002459961,0.0004694339,0.0004792128,0.0002444931],"domain_scores_gemma":[0.9995532,0.00008885818,0.0000593025,0.0001396635,0.00001582627,0.000143117],"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":[0.000003529294,0.00002126338,0.0003286015,0.000007400699,0.00008965622,0.0000235545,0.005057285,0.000006554696,0.000004139816,0.00115857,0.9517355,0.04156392],"study_design_scores_gemma":[0.00007087679,0.000009203956,0.000324414,0.00008263958,0.00004068555,4.432142e-8,0.001026577,0.00003306431,0.000002829119,0.004457448,0.9937623,0.0001899003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005419347,0.0007601924,0.0004464691,0.002121201,0.0007508601,0.0001161511,0.00008749095,0.0001042541,0.9950715],"genre_scores_gemma":[0.0009114323,0.00005372072,0.004216795,0.0002282536,0.000670629,0.00002293415,0.00004244501,0.00008881793,0.993765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1650124,"threshold_uncertainty_score":0.9980748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408062360935268,"score_gpt":0.4026055730486962,"score_spread":0.3685249494393436,"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."}}