{"id":"W4247136382","doi":"10.14430/arctic445","title":"Conferences","year":2010,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001028905,0.001291429,0.0005808942,0.002530648,0.002539793,0.005207377,0.001219887,0.001981146,0.7671273],"category_scores_gemma":[0.002094111,0.0002855278,0.0006048045,0.001955444,0.000417238,0.001954376,0.002388036,0.001615364,0.6175637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289678,"about_ca_system_score_gemma":0.003023057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005942895,"about_ca_topic_score_gemma":0.01505909,"domain_scores_codex":[0.9993398,0.00007712472,0.00001598434,0.000112636,0.0003259072,0.000128585],"domain_scores_gemma":[0.9982681,0.0001089323,0.00004558385,0.0001137664,0.0006250002,0.0008385141],"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":[0.00006175649,0.00004333401,0.0001381961,0.00007971104,0.000003413144,0.0000374839,0.00002154513,0.00004046993,0.0002947361,0.001527616,0.9575822,0.04016943],"study_design_scores_gemma":[0.000005966575,0.00001126812,0.0003072153,0.00004458995,0.000002202657,0.00003116962,0.00005375206,0.00003364902,0.0001022794,0.0003675632,0.9990377,0.000002663213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009736888,0.002271452,0.000563573,0.003208021,0.01322097,0.000102572,0.002268221,0.0007289352,0.9766626],"genre_scores_gemma":[0.001567592,0.0009683373,0.0002011957,0.0003545809,0.001160333,0.00002167524,0.001391555,0.0001883944,0.9941463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2328727,"threshold_uncertainty_score":0.3321646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204669746716737,"score_gpt":0.2702215325085279,"score_spread":0.2497545578368542,"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."}}