{"id":"W2515705452","doi":"10.18637/jss.v073.i07","title":"My Early Interactions with Jan and Some of His Lost Papers","year":2016,"lang":"en","type":"article","venue":"Journal of Statistical Software","topic":"Advanced Clustering Algorithms Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Period (music); Scaling; Multidimensional scaling; Computer science; History; Mathematics; Art; Machine learning","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":[0.02159546,0.001450507,0.001689891,0.003239064,0.01036039,0.01562133,0.002647136,0.00262353,0.017064],"category_scores_gemma":[0.1184265,0.001064691,0.001119742,0.003329405,0.007926658,0.009696931,0.00676886,0.01742462,0.01455519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004791752,"about_ca_system_score_gemma":0.004040276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239605,"about_ca_topic_score_gemma":0.001849113,"domain_scores_codex":[0.9760873,0.01031972,0.0009216042,0.002323988,0.009088988,0.001258398],"domain_scores_gemma":[0.8874744,0.0311127,0.006480469,0.00621169,0.0342914,0.03442943],"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":[0.000134041,0.0001271442,0.001542646,0.0002390982,0.00006604361,0.001038102,0.01700084,0.0002427391,0.0008778372,0.02916012,0.9023634,0.04720797],"study_design_scores_gemma":[0.00001355842,0.00004887677,0.0009138462,0.0003869997,0.00001748106,0.001420531,0.01036607,0.0002629147,0.0005564069,0.01426107,0.9716666,0.00008555746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01390836,0.03767016,0.01529778,0.7570931,0.1435612,0.0001083795,0.0006232682,0.0006968112,0.03104098],"genre_scores_gemma":[0.2297581,0.03043025,0.02568212,0.2179161,0.1713336,0.0005135977,0.0008718676,0.004381706,0.3191128],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02159546,"threshold_uncertainty_score":0.1142091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277572876579015,"score_gpt":0.2838603270710328,"score_spread":0.2710845983052427,"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."}}