{"id":"W2028362704","doi":"10.1144/sp320.6","title":"Proglacial, periglacial or paraglacial?","year":2009,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Geomorphology; Physical geography; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005662959,0.000231576,0.0003427662,0.00006950041,0.001050192,0.0001423166,0.0006253831,0.0004912697,0.04329955],"category_scores_gemma":[0.0004676837,0.000162845,0.0002681106,0.0009095666,0.0007556066,0.0003308028,0.00003215453,0.0005946529,0.001897023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005578434,"about_ca_system_score_gemma":0.0002298559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004160797,"about_ca_topic_score_gemma":0.001290812,"domain_scores_codex":[0.9975946,0.000195275,0.0003905513,0.0005756039,0.0003753699,0.0008685991],"domain_scores_gemma":[0.9987306,0.0003029389,0.0001082446,0.0003512236,0.0001819115,0.0003250816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001277825,0.0001234076,0.9488755,0.000003069076,0.00002134656,0.000009770357,0.000169547,0.00003720128,0.000002750711,0.01134634,0.02917162,0.01011167],"study_design_scores_gemma":[0.0004082555,0.0003171872,0.8130242,0.000001607797,0.00001323455,0.00005516414,0.0001038779,0.0003814361,0.000006007633,0.01001509,0.1754614,0.0002125512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.706013,0.0003362365,0.0003792116,0.05462652,0.0006848191,0.0009230509,0.00007551986,0.0005000912,0.2364616],"genre_scores_gemma":[0.9854064,0.0002385342,0.002271999,0.003457548,0.002731182,0.00001744936,0.0003959556,0.000003183443,0.005477727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2793935,"threshold_uncertainty_score":0.9988801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746136287789307,"score_gpt":0.2807773803851735,"score_spread":0.2433160175072805,"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."}}