{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009773445,0.0005822315,0.0005342092,0.010804,0.002571936,0.007172436,0.001861254,0.001432036,0.1049308],"category_scores_gemma":[0.06047581,0.0003674031,0.0006178386,0.01582213,0.002245438,0.00910265,0.003665434,0.004156479,0.03635135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00448723,"about_ca_system_score_gemma":0.009208305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03230818,"about_ca_topic_score_gemma":0.04494868,"domain_scores_codex":[0.9931604,0.001767528,0.000473779,0.0007684203,0.00320998,0.00061981],"domain_scores_gemma":[0.945052,0.02780393,0.002790788,0.002798768,0.0172612,0.004293266],"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":[0.000107129,0.0000404454,0.003178951,0.0004213594,0.00001049388,0.00005958756,0.0008591762,0.0001349029,0.000169204,0.04421393,0.6548161,0.2959887],"study_design_scores_gemma":[0.00001048216,0.00001751446,0.004054681,0.0007063307,0.000009556553,0.0001030266,0.001739813,0.0004174113,0.0003644377,0.01536707,0.9771867,0.00002286805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02120122,0.07457332,0.01433343,0.3246515,0.01606027,0.0001484847,0.03825301,0.004339909,0.5064389],"genre_scores_gemma":[0.2238035,0.0909466,0.04490865,0.09270176,0.01172907,0.000448297,0.0712807,0.01025597,0.4539255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1049308,"threshold_uncertainty_score":0.3510284,"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."}}