{"id":"W4415557578","doi":"10.4138/atlgeo.2025.017","title":"Multiple forcing mechanisms determine geomorphology of Northumberland Strait, Canada","year":2025,"lang":"en","type":"article","venue":"Atlantic Geoscience","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Natural Resources Canada","funders":"","keywords":"Bedform; Landform; Fluvial; Glacial period; Meltwater; Bedrock; Forcing (mathematics); Moraine; Seafloor spreading","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560245,0.0001037696,0.0002230143,0.00009972659,0.0002141982,0.00001036285,0.0004308833,0.00007663422,0.000754296],"category_scores_gemma":[0.0002192924,0.00008512548,0.00002959723,0.0003579742,0.0003409244,0.00006452166,0.00003371228,0.0001478313,0.00002173185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001750381,"about_ca_system_score_gemma":0.0005157464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7422744,"about_ca_topic_score_gemma":0.9819567,"domain_scores_codex":[0.9987411,0.00007653239,0.0002321357,0.0002875699,0.0001977397,0.0004648539],"domain_scores_gemma":[0.9990004,0.0005738493,0.00007152397,0.0002163108,0.00005928909,0.00007860477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000158919,0.00000673295,0.9984168,0.00002569936,0.00000718411,0.00006269116,0.00002007077,0.0002158603,0.00009933094,0.0002998231,0.00009177872,0.0007381206],"study_design_scores_gemma":[0.0002582038,0.00005917205,0.9856987,0.00002017627,0.000009423808,0.00009792276,0.00006522405,0.01182684,0.0004540704,0.001177214,0.0002459008,0.0000871427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99468,0.00009104903,0.001906449,0.0003239878,0.0004099713,0.0001242888,0.0000372427,0.00001011491,0.002416897],"genre_scores_gemma":[0.9982659,0.00001392573,0.0008403378,0.0002599533,0.000006749685,0.000001129197,0.0000582743,9.568847e-7,0.0005528292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2396823,"threshold_uncertainty_score":0.8259012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009165991229412519,"score_gpt":0.2096661416608377,"score_spread":0.2005001504314251,"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."}}