{"id":"W4400067492","doi":"10.26443/glsars.v3i1.1401","title":"About the McGill GLSA Research Series","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006084727,0.00103489,0.0006679097,0.004605395,0.00155222,0.005274865,0.003042937,0.003573735,0.3503581],"category_scores_gemma":[0.02253577,0.0005175782,0.0006387301,0.003817773,0.0009251966,0.003625287,0.0026217,0.003612567,0.1996222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006361831,"about_ca_system_score_gemma":0.01603525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09987325,"about_ca_topic_score_gemma":0.1230787,"domain_scores_codex":[0.9969297,0.0003722684,0.0001549669,0.0003284674,0.001890231,0.0003244138],"domain_scores_gemma":[0.9738027,0.002101149,0.001033326,0.002262781,0.01428368,0.006516341],"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":[0.000003710273,0.000002592123,0.0000331434,0.00001146058,3.971159e-7,0.000005338499,0.000003185885,0.00001217373,0.00001003953,0.0002509611,0.9925113,0.007155644],"study_design_scores_gemma":[0.000001951258,0.000001884955,0.0001916966,0.0000372455,9.015513e-7,0.000007435813,0.00001234175,0.00003019597,0.00002381331,0.0001540028,0.9995344,0.000004105514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0008488349,0.02114094,0.002279147,0.3586715,0.2149494,0.0003426118,0.03187373,0.002793895,0.3671],"genre_scores_gemma":[0.003470376,0.007857416,0.001673662,0.0210045,0.02367269,0.0001788275,0.006699555,0.00167861,0.9337643],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3503581,"threshold_uncertainty_score":0.9266353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804671719075284,"score_gpt":0.3762670644424483,"score_spread":0.1957998925349199,"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."}}