{"id":"W7083706890","doi":"10.13021/mars/15069","title":"Stigma, Destigmatization and Belonging in Time","year":2025,"lang":"en","type":"other","venue":"George Mason University","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Temporality; Stigma (botany); Colonialism; Subjectivity; Perspective (graphical); Space (punctuation)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001099689,0.0001173386,0.0001460781,0.0002228963,0.0000639049,0.00002880164,0.0004258868,0.0001682673,0.0003071614],"category_scores_gemma":[0.00003817056,0.0001420988,0.0000187848,0.0003259273,0.0000318807,0.00006740922,0.0004314404,0.0001183899,0.00002418237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000379337,"about_ca_system_score_gemma":0.0000494766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003030528,"about_ca_topic_score_gemma":0.00007412743,"domain_scores_codex":[0.9993454,0.00004068896,0.00005563932,0.0003195526,0.00008354856,0.0001551623],"domain_scores_gemma":[0.9996049,0.00003343681,0.00006647618,0.0002360887,0.000019302,0.00003983885],"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":[0.00002459954,0.0001797971,0.04738423,0.001229436,0.0001464613,0.0008763022,0.001015143,0.0005948503,0.0002507805,0.2621824,0.651988,0.03412795],"study_design_scores_gemma":[0.0003726728,0.000006971717,0.00243043,0.0003942653,0.00001275319,0.000004217781,0.00003107913,0.009503582,0.0000445646,0.001550853,0.9853517,0.0002969534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002145306,0.0001399139,0.03264037,0.0008705565,0.00007387058,0.0001197021,0.0000110054,0.0002277675,0.9657023],"genre_scores_gemma":[0.002442025,0.00006593773,0.00408412,0.00003484549,0.00001531557,1.83137e-7,0.00002126259,0.000005968962,0.9933304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3333636,"threshold_uncertainty_score":0.5794619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003958940323429275,"score_gpt":0.1665460404470936,"score_spread":0.1625871001236643,"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."}}