{"id":"W6990919350","doi":"","title":"ERIC ED478584: Industrial Instrument Mechanic. Occupational Analyses Series.","year":2000,"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); Instrumentation (computer programming); Scope (computer science); Work (physics); Automation; Relevance (law)","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":[0.0005639338,0.001368704,0.0006659308,0.003857699,0.001389783,0.003789122,0.001268498,0.00115926,0.7409329],"category_scores_gemma":[0.001931141,0.0005947256,0.0002722345,0.006804167,0.0004056942,0.002452635,0.001462288,0.0008989932,0.669935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003512243,"about_ca_system_score_gemma":0.004462773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1826326,"about_ca_topic_score_gemma":0.2969894,"domain_scores_codex":[0.9994587,0.00002899133,0.0000329282,0.00007200155,0.0003261994,0.00008117632],"domain_scores_gemma":[0.9988417,0.0001194978,0.00005112415,0.00009112839,0.0007325945,0.0001639934],"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":[0.00001687906,0.00001453526,0.0001917558,0.000119274,0.000001090646,0.00002109196,0.00005721286,0.00005177868,0.0001093906,0.001273229,0.8752604,0.1228833],"study_design_scores_gemma":[0.000002010498,0.000004854265,0.001279783,0.00007349891,9.059059e-7,0.00002408449,0.00006600878,0.0000380057,0.00007042363,0.0002176559,0.9982184,0.000004310833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004772615,0.001347044,0.001118427,0.0005466072,0.0004587949,0.0001091552,0.02267949,0.00138866,0.9718746],"genre_scores_gemma":[0.0005739505,0.0006323042,0.0003068051,0.00006730545,0.00002804373,0.00001821527,0.006141331,0.0002170644,0.992015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7409329,"threshold_uncertainty_score":0.3695278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885143304172615,"score_gpt":0.2337973154887268,"score_spread":0.2049458824470006,"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."}}