{"id":"W7040166140","doi":"","title":"Toronto plumber","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Work (physics); Placemaking; Port (circuit theory); Mistake","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000646369,0.00141968,0.0009912631,0.002068255,0.003928268,0.005526426,0.00176197,0.001692427,0.7226973],"category_scores_gemma":[0.002966592,0.001005118,0.0005471605,0.003783291,0.0010662,0.003086084,0.003558322,0.001492147,0.5185179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008266026,"about_ca_system_score_gemma":0.01214924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.346153,"about_ca_topic_score_gemma":0.62443,"domain_scores_codex":[0.9988041,0.0000646394,0.00003708019,0.0002318562,0.0006857916,0.0001765628],"domain_scores_gemma":[0.9964791,0.0001989099,0.00009520609,0.0005287117,0.001667616,0.001030557],"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":[0.00002866203,0.000007575556,0.0001814134,0.00007814022,0.000002619239,0.00003916261,0.00008678169,0.0001108682,0.0002155405,0.003823717,0.9699461,0.02547933],"study_design_scores_gemma":[0.000005212893,0.000004510312,0.0004052902,0.00003149902,0.000001832323,0.00003034048,0.00007360186,0.0001885948,0.0001930744,0.0008060397,0.9982514,0.000008649032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001516107,0.001508844,0.005752063,0.002497019,0.0008803518,0.0001282869,0.03851222,0.01115117,0.9380539],"genre_scores_gemma":[0.007718923,0.001423483,0.003764672,0.0005343204,0.0002116298,0.00007153097,0.02523329,0.004707673,0.9563344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7226973,"threshold_uncertainty_score":0.6882763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004487584338487669,"score_gpt":0.182237861007897,"score_spread":0.1777502766694094,"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."}}