{"id":"W4407158175","doi":"10.1139/cjes-2024-0114","title":"Introduction to the Special Issue","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Geological Survey of Canada; Dalhousie University","funders":"","keywords":"Geology; Earth science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003109549,0.001958987,0.001991242,0.003936508,0.002504539,0.007088497,0.002195783,0.005195361,0.3447925],"category_scores_gemma":[0.01113166,0.0006082472,0.001426352,0.002053642,0.0009831673,0.004185293,0.003598278,0.005208819,0.2782843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717739,"about_ca_system_score_gemma":0.004329458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442277,"about_ca_topic_score_gemma":0.005467831,"domain_scores_codex":[0.9981204,0.0002235245,0.0001490206,0.0003148019,0.0009452045,0.0002470696],"domain_scores_gemma":[0.9896516,0.001288497,0.0004790978,0.000715329,0.004532266,0.00333317],"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":[0.000008881108,0.000008345288,0.00003299027,0.00003817635,0.00000137788,0.00002001514,0.000003740439,0.000008448678,0.00003509606,0.0002559462,0.9880819,0.011505],"study_design_scores_gemma":[0.000006302933,0.00001235307,0.000212436,0.00006392237,0.000002798847,0.00005891832,0.00001366988,0.00001849344,0.00002915125,0.0006184995,0.9989587,0.000004717754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001936584,0.009572568,0.0009041948,0.04935143,0.8561705,0.0001510839,0.001096886,0.000493402,0.08206633],"genre_scores_gemma":[0.001188487,0.00769794,0.000638613,0.03005916,0.493669,0.0001753607,0.001508606,0.0006077385,0.464455],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3447925,"threshold_uncertainty_score":0.934574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00902792421907229,"score_gpt":0.19199546457702,"score_spread":0.1829675403579477,"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."}}