{"id":"W6949992686","doi":"10.5281/zenodo.2523086","title":"slimpotatoes/STEM_Moire_GPA: STEM_Moire_GPA","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Software; Identification (biology); Process (computing); Troubleshooting","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":[0.00135968,0.002673395,0.001339442,0.002253303,0.0009878295,0.00263013,0.003920032,0.001779772,0.2825409],"category_scores_gemma":[0.00376816,0.001811558,0.001460539,0.001423376,0.0005007471,0.003923278,0.002415556,0.002473871,0.2144866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009124267,"about_ca_system_score_gemma":0.0008924796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011572,"about_ca_topic_score_gemma":0.003645007,"domain_scores_codex":[0.9990218,0.00007366576,0.00008628875,0.0001879059,0.0004786736,0.0001516793],"domain_scores_gemma":[0.9986339,0.0002990981,0.00008291813,0.0004229165,0.0004686945,0.00009232506],"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":[0.0002910507,0.00009934633,0.0009694428,0.0006038214,0.00008831858,0.0001763952,0.000190659,0.001882832,0.00996484,0.007028115,0.8835247,0.0951806],"study_design_scores_gemma":[0.000171856,0.00004555221,0.001666241,0.0001168617,0.0000402689,0.000504424,0.00006159535,0.01492149,0.05771787,0.009094157,0.9154902,0.0001694969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005848854,0.0003730592,0.1666419,0.0004971285,0.0004292667,0.0002437613,0.07546832,0.6597095,0.09078832],"genre_scores_gemma":[0.04551619,0.0005588742,0.1778791,0.0006238139,0.000241911,0.0009378466,0.194475,0.4980102,0.0817572],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2825409,"threshold_uncertainty_score":0.9451934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188873938639891,"score_gpt":0.2046048577546458,"score_spread":0.1857174638906567,"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."}}