{"id":"W4402423404","doi":"10.24908/iqurcp18047","title":"Leaps in the dark","year":2024,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"LEAPS; Astronomy; Physics; Economics; Financial economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718418,0.0005480053,0.0005236349,0.001208679,0.02223625,0.01052677,0.0008702609,0.001925831,0.02281518],"category_scores_gemma":[0.003921989,0.0002801939,0.0003112369,0.0008245913,0.02511,0.007742155,0.01074699,0.004596326,0.003291657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004081387,"about_ca_system_score_gemma":0.004614599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03932748,"about_ca_topic_score_gemma":0.08157601,"domain_scores_codex":[0.9982541,0.0006847688,0.00002595542,0.0002554221,0.0003107917,0.0004688931],"domain_scores_gemma":[0.9983261,0.0003353715,0.000135481,0.0002551324,0.0003688756,0.0005789745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009981672,0.0000446213,0.001933506,0.0001920088,0.00001779465,0.001277718,0.5976597,0.00008160255,0.00166878,0.3156884,0.03638406,0.04495206],"study_design_scores_gemma":[0.000004779381,0.00003260795,0.001004877,0.0004326867,0.00001012285,0.0003854547,0.3835773,0.0000596173,0.0004012776,0.02643598,0.5876288,0.00002649751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1515207,0.006228419,0.004759917,0.03374675,0.00206774,0.00006342307,0.0001375727,0.0001619809,0.8013134],"genre_scores_gemma":[0.8039813,0.00228183,0.001505163,0.004702165,0.0002286615,0.00004322601,0.00005397118,0.0002643615,0.1869393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03932748,"threshold_uncertainty_score":0.07819712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198438288908123,"score_gpt":0.4308020651449486,"score_spread":0.3109582362541363,"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."}}