{"id":"W4406659350","doi":"10.1016/b978-0-434-98607-1.50039-x","title":"10.1016/b978-0-434-98607-1.50039-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Database","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00109511,0.002556403,0.001605617,0.002264899,0.00128802,0.004546416,0.003148714,0.004119613,0.9798027],"category_scores_gemma":[0.002116849,0.0008655941,0.0009452367,0.002734945,0.001182859,0.005597803,0.003159321,0.002285973,0.9896617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009676841,"about_ca_system_score_gemma":0.0008077548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926264,"about_ca_topic_score_gemma":0.002441471,"domain_scores_codex":[0.999438,0.00003705959,0.00004120578,0.0001957398,0.0001793657,0.0001086516],"domain_scores_gemma":[0.9979679,0.0006677976,0.0001654768,0.0003154573,0.0003254235,0.0005579583],"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":[0.0001369016,0.0001356081,0.0004487094,0.000428182,0.00002031991,0.0001136807,0.00007460368,0.0004516649,0.002111413,0.00592131,0.3782655,0.611892],"study_design_scores_gemma":[0.00002173188,0.00005296697,0.0005951741,0.0002824971,0.00001058785,0.0002058723,0.00007456963,0.0002239094,0.0004200192,0.001450098,0.9966462,0.00001638027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000298656,0.000627304,0.002080992,0.0004570563,0.0002298813,0.00006595167,0.001303962,0.001815478,0.9931206],"genre_scores_gemma":[0.0007152815,0.0003861779,0.0008447267,0.0001625989,0.0000510846,0.00005228068,0.0008071258,0.0003945337,0.9965862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02019733,"threshold_uncertainty_score":0.02880907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127348217611835,"score_gpt":0.1874176088218991,"score_spread":0.1761441266457807,"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."}}