{"id":"W6969018985","doi":"10.5281/zenodo.7342481","title":"IMBIE software v3.0","year":2022,"lang":"en","type":"other","venue":"Edinburgh Research Explorer (University of Edinburgh)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Software; Python (programming language); Simula; Ice sheet; Preprint; Greenland ice sheet","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002306186,0.002250844,0.002100262,0.002406588,0.0009746946,0.003461082,0.003877687,0.001402796,0.180084],"category_scores_gemma":[0.005094015,0.00210999,0.002026063,0.002068572,0.000647634,0.003379287,0.003892282,0.003297579,0.2138098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006788744,"about_ca_system_score_gemma":0.001593479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003996057,"about_ca_topic_score_gemma":0.004138377,"domain_scores_codex":[0.9990859,0.0001432947,0.0001115976,0.0002451221,0.0002844006,0.0001297006],"domain_scores_gemma":[0.9991384,0.0001838078,0.00006705459,0.0002134214,0.0003221452,0.00007513978],"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":[0.000264288,0.00004994748,0.001137454,0.001083234,0.000212365,0.0001402213,0.0002396802,0.003002526,0.003233092,0.006795773,0.933134,0.05070734],"study_design_scores_gemma":[0.0001495712,0.00003290506,0.001434804,0.0002395592,0.00008465024,0.0002885255,0.00007344322,0.01610114,0.006795945,0.01671249,0.9579525,0.000134548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00240327,0.0009390199,0.2030443,0.0005378114,0.0005874791,0.0004600849,0.1883859,0.571048,0.03259411],"genre_scores_gemma":[0.01808541,0.00102624,0.2229792,0.001468398,0.0002744177,0.003011737,0.3926955,0.3139989,0.0464604],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.180084,"threshold_uncertainty_score":0.602441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011402818387564,"score_gpt":0.3198548849122749,"score_spread":0.2187146030735185,"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."}}