{"id":"W3153198785","doi":"","title":"Library Guides: Civil Technology: Manitoba, Glaciers, and Lake Agassiz","year":2019,"lang":"en","type":"libguides","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Glacier; Geology; Geography; Physical geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003838537,0.0005874581,0.001092328,0.002814567,0.0004476155,0.002257295,0.006448959,0.001201097,0.01079863],"category_scores_gemma":[0.005027222,0.0003731326,0.0002587045,0.002965621,0.00206786,0.002247034,0.002750602,0.001835002,0.00456747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004130529,"about_ca_system_score_gemma":0.001006336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006323639,"about_ca_topic_score_gemma":0.001811699,"domain_scores_codex":[0.9910667,0.0002497859,0.001369579,0.002118904,0.004027549,0.001167467],"domain_scores_gemma":[0.9945242,0.002114818,0.0005661408,0.002002003,0.0003428915,0.0004499422],"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":[0.00000711979,0.00001368638,0.009349177,0.00002762317,0.00001953669,0.00003989377,0.00007808256,9.140975e-7,0.00002156512,0.003707127,0.9399545,0.04678077],"study_design_scores_gemma":[0.0002133924,0.00008372535,0.0007047558,0.0001278176,0.00001131177,0.00003358554,0.002414503,0.0001634564,0.0001304231,0.06837278,0.9272794,0.000464897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003526936,0.006151671,0.0001657503,0.03222716,0.00371382,0.0008846524,0.0004127194,0.0005730268,0.9523442],"genre_scores_gemma":[0.003481356,0.005244845,0.002615896,0.003861584,0.001254434,0.00003656501,0.00008242478,0.00008007656,0.9833428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06466565,"threshold_uncertainty_score":0.9998721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08338797701578443,"score_gpt":0.3638071755357307,"score_spread":0.2804191985199463,"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."}}