{"id":"W4409459239","doi":"10.4138/atlgeo.2025.007","title":"Geological Association of Canada - Newfoundland and Labrador Section Abstracts: 2025 Technical Meeting, February 27 and 28, 2025","year":2025,"lang":"en","type":"article","venue":"Atlantic Geoscience","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Association (psychology); Library science; Geology; Regional science; Geography; Psychology; Computer science; Business; Advertising","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":[0.0007124717,0.0001004485,0.000206956,0.00007004692,0.0002183614,0.00005007135,0.0001379149,0.0001091823,0.0001163426],"category_scores_gemma":[0.0006887118,0.00007425574,0.00002518127,0.0003782026,0.0001173087,0.00008510715,0.00002787182,0.0001589315,0.000003283472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001714865,"about_ca_system_score_gemma":0.0001597399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8675122,"about_ca_topic_score_gemma":0.8952028,"domain_scores_codex":[0.998799,0.00006299408,0.0002659967,0.0003244587,0.0002743698,0.0002731878],"domain_scores_gemma":[0.9992512,0.00037545,0.0001243813,0.00009942333,0.0000606377,0.00008886785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006760053,0.000009000465,0.9950072,0.00001575482,0.000007780551,0.000004050156,0.00001025351,0.00187407,0.00006903604,0.00003668933,0.0009723082,0.001987083],"study_design_scores_gemma":[0.0001139906,0.00004763884,0.9808703,0.00003085213,0.00003130919,0.000005752603,0.00005062294,0.01730597,0.00001061409,0.0006188152,0.0008306096,0.00008351413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929205,0.0004029073,0.0003226836,0.00204067,0.0002470157,0.00006691979,0.000009219205,0.00002021093,0.00396992],"genre_scores_gemma":[0.9970688,0.0002401857,0.0004685446,0.0002806094,0.00003156422,5.037817e-7,0.00001528267,6.12289e-7,0.001893905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02769054,"threshold_uncertainty_score":0.3028061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007429402080930908,"score_gpt":0.202872385851771,"score_spread":0.1954429837708401,"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."}}