{"id":"W4247909303","doi":"10.1007/978-3-319-28099-8_13-1","title":"Caliper Profile","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Calipers; Computer science; Mathematics; Geometry","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":[0.0002902917,0.0007818338,0.0005325863,0.001973553,0.001056155,0.002447522,0.00105735,0.000972442,0.3452428],"category_scores_gemma":[0.001228703,0.0003706828,0.0003210005,0.001578274,0.0004227994,0.00263591,0.001732314,0.001906757,0.2871973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007397735,"about_ca_system_score_gemma":0.001012497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279697,"about_ca_topic_score_gemma":0.0088195,"domain_scores_codex":[0.9997271,0.0000157118,0.000007982562,0.00004469751,0.000181678,0.00002284838],"domain_scores_gemma":[0.9996635,0.00006032338,0.00001170579,0.00005835128,0.0001513699,0.00005482495],"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":[0.00001856104,0.00001854624,0.00009283978,0.00006465975,0.000001328872,0.00003965533,0.00009052609,0.0001395359,0.0004144739,0.02449595,0.5992616,0.3753624],"study_design_scores_gemma":[0.000001730841,0.000004401081,0.0001324826,0.00003671741,0.000001219742,0.0001064578,0.00002880658,0.0001391382,0.0001632731,0.00603514,0.9933465,0.000004200033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003677905,0.001824664,0.008971678,0.0009256028,0.0006699174,0.00004826483,0.0007046143,0.001618876,0.9848685],"genre_scores_gemma":[0.001313709,0.0009192002,0.002213148,0.000304063,0.00009989187,0.00002369628,0.000571217,0.0004657989,0.9940892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3452428,"threshold_uncertainty_score":0.9339317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09155523532499675,"score_gpt":0.3712177630068519,"score_spread":0.2796625276818552,"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."}}