{"id":"W2500255504","doi":"10.1520/mnl11483m","title":"Appendix B: Graphical Scaling","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada","funders":"","keywords":"Appendix; Computer science; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001619038,0.001510013,0.0008592227,0.003769611,0.001157489,0.002760621,0.001829984,0.001239653,0.6252969],"category_scores_gemma":[0.03319827,0.0008028601,0.000810981,0.004212076,0.0006630888,0.002659737,0.0014761,0.002016965,0.3274342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124827,"about_ca_system_score_gemma":0.00143314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891066,"about_ca_topic_score_gemma":0.005251645,"domain_scores_codex":[0.9976688,0.0005223941,0.0001472466,0.0002577878,0.001315029,0.00008867518],"domain_scores_gemma":[0.9816945,0.007774315,0.0003451368,0.001836582,0.008101185,0.0002482885],"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":[0.00002731873,0.00002819758,0.0001235543,0.000240062,0.000003839301,0.00005517955,0.00008628238,0.0004624981,0.0002617781,0.01758567,0.9264752,0.05465047],"study_design_scores_gemma":[0.00002891358,0.00001945465,0.0007032032,0.0002148053,0.000005745346,0.0002512868,0.00008590805,0.00169526,0.0006082055,0.0284514,0.9679024,0.00003324259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001420979,0.00106907,0.182291,0.004174899,0.004478774,0.001512421,0.09996933,0.01959573,0.6854877],"genre_scores_gemma":[0.02817885,0.002878778,0.3040012,0.002955173,0.001986806,0.003262974,0.09037999,0.02186994,0.5444863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6252969,"threshold_uncertainty_score":0.5344685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008669735615493758,"score_gpt":0.1911545933892158,"score_spread":0.1824848577737221,"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."}}