{"id":"W6929610636","doi":"10.48660/24110056","title":"Who speaks for Earth?","year":2024,"lang":"en","type":"other","venue":"PIRSA","topic":"Peroxisome Proliferator-Activated Receptors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Government (linguistics); Work (physics); Focus (optics); Subject (documents); Perspective (graphical)","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":[0.0000559319,0.0002430638,0.0002082561,0.00008602095,0.00001661379,0.00003171124,0.0001744705,0.0005138997,0.0006482579],"category_scores_gemma":[0.00003378292,0.0002221746,0.0001495771,0.00005368032,0.00004453091,6.631961e-7,0.0000880354,0.0001289883,0.0005921859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009124831,"about_ca_system_score_gemma":0.00006253765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001335658,"about_ca_topic_score_gemma":0.00004081663,"domain_scores_codex":[0.9990727,0.00001662973,0.0001190273,0.0004642718,0.00008557516,0.0002418412],"domain_scores_gemma":[0.9995003,0.000003308239,0.00005989534,0.0003417078,0.00002224555,0.00007252968],"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":[0.00001700896,0.00001627479,0.00001589416,0.0001405023,0.000176034,0.000001608527,0.00001004684,2.685145e-7,0.1023214,0.00005388768,0.8960114,0.00123573],"study_design_scores_gemma":[0.0001574357,0.00008809986,0.000001007949,0.00008033214,0.00002851037,0.000003322555,0.000005239819,0.000002440409,0.1823824,0.00004096286,0.8169874,0.0002228255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001227469,0.01592691,0.0007848938,0.0002009367,0.001909986,0.0007894472,0.0005291303,0.00018449,0.9784467],"genre_scores_gemma":[0.002165626,0.0004934085,0.0006836616,0.0002265584,0.002578015,0.00009701615,0.0003417956,0.0007148741,0.992699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08006106,"threshold_uncertainty_score":0.9060019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068240761300885,"score_gpt":0.2614511704495584,"score_spread":0.2507687628365495,"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."}}