{"id":"W4254315240","doi":"10.1090/surv/239/06","title":"The Pick property","year":2019,"lang":"en","type":"book-chapter","venue":"Mathematical surveys and monographs","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Property (philosophy); Business; Computer science; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005205742,0.0002311606,0.0002503704,0.00004154135,0.00009816883,0.0001231318,0.0001218966,0.0001760394,0.0001721964],"category_scores_gemma":[0.00001178476,0.0001148967,0.00007949461,0.00001679794,0.0000694703,0.00003627054,0.00004141634,0.0002095166,0.00008630766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008310523,"about_ca_system_score_gemma":0.000007454376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000192848,"about_ca_topic_score_gemma":0.000007894,"domain_scores_codex":[0.9992802,0.00001957734,0.0002294288,0.0001557391,0.0001391603,0.0001758972],"domain_scores_gemma":[0.9994926,0.0001343257,0.00003791151,0.0002438402,0.00002746813,0.00006378737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001206525,0.00004119277,0.0001011914,0.004541126,0.0006737167,0.000009514985,0.0004481263,0.002512202,0.000005360612,0.4396223,0.01559752,0.5364356],"study_design_scores_gemma":[0.0003350064,0.00008736495,0.0004359802,0.0005128397,0.0001165773,0.0000126578,0.00001496658,0.03609953,0.00006144221,0.1782191,0.783073,0.001031555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001054669,0.002303239,0.03439036,0.00006072409,0.0002369774,0.0004974377,0.00002450256,0.0002484586,0.9621328],"genre_scores_gemma":[0.02121608,0.008301684,0.001270212,0.00003966689,0.0001211431,0.0000421042,0.00006311994,0.0002135459,0.9687324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7674755,"threshold_uncertainty_score":0.4685352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467434353512386,"score_gpt":0.1917583327410534,"score_spread":0.1770839892059295,"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."}}