{"id":"W1977946933","doi":"10.1016/s0169-555x(99)00097-5","title":"Canadian geomorphology 2000","year":2000,"lang":"en","type":"article","venue":"Geomorphology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Geology; Geomorphology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004282876,0.0001908771,0.0003122059,0.0002470779,0.0003859572,0.00001803856,0.0004715484,0.000439344,0.5853516],"category_scores_gemma":[0.00003991226,0.0001776817,0.00006532217,0.0002910403,0.0005650137,0.00008640358,0.000008877474,0.0004773118,0.06384043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006434059,"about_ca_system_score_gemma":0.0004948418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3471506,"about_ca_topic_score_gemma":0.8613284,"domain_scores_codex":[0.9975951,0.0003093809,0.0002505773,0.0004626014,0.0001190249,0.00126328],"domain_scores_gemma":[0.998842,0.0002029171,0.0000329734,0.0003785131,0.00004457859,0.0004990093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006215319,0.000009669165,0.9803466,0.000002727213,0.00002065012,0.00131847,0.00007143306,0.0002801394,0.000003252514,0.00009592401,0.009228227,0.008560749],"study_design_scores_gemma":[0.0004674911,0.0001962907,0.7631522,0.000002063055,0.00001263929,0.004281421,0.00002800832,0.0003025529,0.00001835225,0.001456681,0.2298537,0.0002285719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8450794,0.0007139681,0.000003158533,0.0040463,0.000385326,0.0001483079,0.000198854,0.00004884148,0.1493759],"genre_scores_gemma":[0.9803815,0.0001541702,0.0001894596,0.003868625,0.00009794739,0.000003964791,0.0009849119,0.000005182826,0.01431424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5215112,"threshold_uncertainty_score":0.9368885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066829594089538,"score_gpt":0.2109479506477815,"score_spread":0.2002796547068862,"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."}}