{"id":"W7082882170","doi":"","title":"A Framework for Interpreting Emojis in Legal Contexts","year":2025,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emoji; Interpretation (philosophy); Meaning (existential); Value (mathematics); Field (mathematics); Function (biology); Variation (astronomy)","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":[0.01194429,0.001680408,0.0008197505,0.01060588,0.01409602,0.0163582,0.004655218,0.006437941,0.004305831],"category_scores_gemma":[0.01768184,0.0009920798,0.001163146,0.006751788,0.05493979,0.02218572,0.0089442,0.006379208,0.0007573409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514697,"about_ca_system_score_gemma":0.008255096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0461917,"about_ca_topic_score_gemma":0.03863598,"domain_scores_codex":[0.980381,0.01457855,0.0008012722,0.001473488,0.001574122,0.001191594],"domain_scores_gemma":[0.9899796,0.006580845,0.0008298495,0.0007493871,0.00153233,0.0003280308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003572921,0.000002515403,0.0001485286,0.00003538258,0.000003121908,0.0001705449,0.0227267,0.0001175005,0.000103272,0.9740801,0.0007324121,0.001876225],"study_design_scores_gemma":[0.00001132986,0.00001279938,0.0006386881,0.0005743029,0.00002405912,0.0002868809,0.04726306,0.001334459,0.0004171668,0.8066122,0.1427883,0.00003678948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.04372498,0.009960077,0.3233781,0.04099204,0.001104063,0.0004728488,0.0006871889,0.0003592516,0.5793214],"genre_scores_gemma":[0.8956065,0.002555028,0.08254841,0.003964625,0.0005875698,0.000721579,0.0003501949,0.0001883615,0.01347775],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0461917,"threshold_uncertainty_score":0.1098994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084536603856798,"score_gpt":0.3853667292928147,"score_spread":0.3545213632542468,"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."}}