{"id":"W6893099797","doi":"10.5281/zenodo.1469776","title":"permittivitycalc","year":2018,"lang":"en","type":"other","venue":"Figshare","topic":"Imbalanced Data Classification Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"","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":[0.001111537,0.002817894,0.001346905,0.002232806,0.0008973436,0.002992889,0.003139885,0.0009704442,0.2873321],"category_scores_gemma":[0.005563447,0.001480774,0.001637484,0.00144888,0.0004376532,0.002420864,0.002094832,0.002296279,0.1823693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020848,"about_ca_system_score_gemma":0.001132462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106887,"about_ca_topic_score_gemma":0.003859448,"domain_scores_codex":[0.9991693,0.00007648237,0.00007414241,0.0002407875,0.0003317851,0.0001074607],"domain_scores_gemma":[0.9984576,0.0004530319,0.00009089445,0.0004365683,0.000491004,0.00007091516],"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":[0.0002867837,0.0001806951,0.001401533,0.0006455774,0.00009825741,0.0001431929,0.0001458749,0.002977783,0.006569719,0.006984788,0.8466621,0.1339037],"study_design_scores_gemma":[0.0004659934,0.00008055127,0.003352482,0.0002374457,0.00008194557,0.00062138,0.0001255917,0.05723691,0.0507525,0.02254433,0.8643186,0.0001823449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00268068,0.0002657197,0.1937549,0.0002514661,0.0003628431,0.0003544091,0.09294149,0.6841643,0.02522429],"genre_scores_gemma":[0.03004681,0.0005784544,0.2818562,0.001076861,0.0002282018,0.002282413,0.2772524,0.3258968,0.08078192],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2873321,"threshold_uncertainty_score":0.9612217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971758223687506,"score_gpt":0.2821830739703147,"score_spread":0.2424654917334397,"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."}}