{"id":"W6963778967","doi":"10.18739/a2ww7700r","title":"Autonomous Ice Mass Balance Buoy Observations, Buoy 2010G, Canadian Arctic Archipelago, 2010","year":2018,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Buoy; Sea ice; Arctic; Arctic ice pack; The arctic","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001337969,0.001964542,0.001692458,0.00180888,0.0009662892,0.0006259478,0.00433746,0.001699884,0.006074309],"category_scores_gemma":[0.001315928,0.002184894,0.0004688477,0.001550117,0.0008801802,0.0007575495,0.0004670332,0.003090259,0.05947687],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003151605,"about_ca_system_score_gemma":0.006322975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6768879,"about_ca_topic_score_gemma":0.7238752,"domain_scores_codex":[0.9904856,0.0006294817,0.001659545,0.002561037,0.001496986,0.003167367],"domain_scores_gemma":[0.9897403,0.0004850592,0.00111472,0.005679001,0.0007737407,0.002207151],"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":[0.00007133639,0.0001285831,0.001664317,0.0003443444,0.0003374369,0.0003709978,0.00009472879,0.00001813594,0.000386205,0.00004548818,0.9964226,0.0001157612],"study_design_scores_gemma":[0.0008289665,0.0001482691,0.02615394,0.000508213,0.0006310697,0.0001919631,0.00004791517,0.0004528073,0.0000365417,0.0005237956,0.9681935,0.002282981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001235038,0.0016562,0.00001177633,0.0005862332,0.005712068,0.001692502,0.988071,0.0004536179,0.0005815176],"genre_scores_gemma":[0.001139197,0.0005028775,0.001618267,0.002357387,0.002947704,0.0003725596,0.987958,0.0005859462,0.002518119],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05340256,"threshold_uncertainty_score":0.9995961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704950877503173,"score_gpt":0.256579063913684,"score_spread":0.2295295551386523,"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."}}