{"id":"W7018819779","doi":"","title":"ERIC ED478604: Sprinkler System Installer. Occupational Analyses Series.","year":2003,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Scope (computer science); Work (physics); Piping; Control (management); Logical conjunction","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":[0.001003139,0.001613109,0.0007159236,0.004210658,0.001682205,0.003809929,0.001409461,0.001158372,0.8277631],"category_scores_gemma":[0.002990434,0.0007386207,0.0004345789,0.005690597,0.000385683,0.002833947,0.002107955,0.0009277544,0.7879654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00283068,"about_ca_system_score_gemma":0.003997722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08669577,"about_ca_topic_score_gemma":0.126376,"domain_scores_codex":[0.9991178,0.00007018276,0.00005873296,0.0001566409,0.0004708566,0.0001258909],"domain_scores_gemma":[0.9980121,0.0003138487,0.0001066763,0.0002045734,0.001054393,0.0003083698],"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":[0.00003549827,0.00001876192,0.0003402263,0.0001141589,0.000001425789,0.00002955978,0.00007372865,0.00006670751,0.0001893276,0.001096611,0.8783034,0.1197307],"study_design_scores_gemma":[0.00000505927,0.000008869089,0.001732128,0.00007599585,0.000001151645,0.00003161914,0.00008161862,0.00008410939,0.0001530532,0.0002789381,0.9975398,0.000007769731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009860247,0.0008768317,0.003312132,0.000829438,0.0006045139,0.0002786124,0.07088722,0.006708997,0.9155163],"genre_scores_gemma":[0.001394044,0.0005976668,0.001295001,0.0001700841,0.00006222167,0.00007074867,0.01909258,0.00124745,0.9760702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8277631,"threshold_uncertainty_score":0.245675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644938641452481,"score_gpt":0.2261153166768131,"score_spread":0.2096659302622883,"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."}}