{"id":"W6893442230","doi":"10.5281/zenodo.16733797","title":"kraina-ai/overturemaestro: 0.5.0","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Sorting; TSG101; Process (computing); Bar (unit)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001716903,0.003240619,0.001718143,0.002805152,0.001267791,0.005287793,0.005999161,0.001875733,0.3842686],"category_scores_gemma":[0.007551457,0.00339486,0.002966571,0.002246464,0.00102835,0.006898597,0.007605617,0.003850203,0.5403436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595889,"about_ca_system_score_gemma":0.001712139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01155208,"about_ca_topic_score_gemma":0.009389476,"domain_scores_codex":[0.998708,0.0001192305,0.0001022099,0.000352546,0.0004871251,0.0002307793],"domain_scores_gemma":[0.9965202,0.0004571924,0.000133812,0.001265361,0.001274082,0.0003494355],"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":[0.0002594411,0.00003679082,0.0006838948,0.0006084996,0.00004442317,0.00005970999,0.0002069226,0.0006289321,0.001402901,0.005104398,0.951419,0.03954514],"study_design_scores_gemma":[0.00008212026,0.00001715067,0.0009160421,0.0001914313,0.00002775967,0.000103144,0.00006834518,0.001694894,0.005659823,0.005100923,0.9860384,0.0001000827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005723967,0.0001402098,0.04548747,0.0001818482,0.000282109,0.0001071487,0.06768529,0.848936,0.03660756],"genre_scores_gemma":[0.005945023,0.0002032468,0.03425244,0.0003740691,0.00008393714,0.0003239253,0.1425327,0.7605281,0.0557565],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3842686,"threshold_uncertainty_score":0.878266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289064880185545,"score_gpt":0.2667775737775585,"score_spread":0.237871085759004,"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."}}