{"id":"W7051878078","doi":"","title":"7Ps of Amateur Radio - be prepared","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amateur; Power (physics); Spare part; Control (management); Spare time; Set (abstract data type); Quarter (Canadian coin)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009832571,0.0002285725,0.0003500204,0.00006543628,0.00001595651,0.0000174183,0.0002486196,0.000264852,0.0607078],"category_scores_gemma":[0.00007450135,0.0002433619,0.00007837584,0.000009071104,0.00006469291,1.077005e-7,0.00003886071,0.0001360213,0.003335527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000031809,"about_ca_system_score_gemma":0.00002232252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006560936,"about_ca_topic_score_gemma":0.000419844,"domain_scores_codex":[0.9989541,0.00001393785,0.0004883047,0.00009965769,0.0002631962,0.0001807675],"domain_scores_gemma":[0.9991445,0.00007179775,0.0002373768,0.0003342359,0.0001105034,0.0001016151],"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":[0.000006860484,0.00002114533,3.173317e-7,0.0004346416,0.00005993756,0.000002524415,0.00008570113,0.008340563,0.000001288758,0.00003751152,0.9907859,0.0002235921],"study_design_scores_gemma":[0.0002649202,0.00003233976,0.000001386001,0.0001459155,0.00004500584,0.00001657173,0.00003503829,0.0003415885,0.00009217672,0.00001378031,0.9987911,0.0002201994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000169222,0.0002677146,8.670022e-7,0.00003878124,0.0001759467,0.0003120454,0.0009659544,0.0002669108,0.9978026],"genre_scores_gemma":[0.001394042,0.0004110994,0.001238002,0.00002861097,0.00007704768,0.00002500632,0.0004777731,0.0001260111,0.9962224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05737228,"threshold_uncertainty_score":0.9974405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006160017846903777,"score_gpt":0.1744409207806116,"score_spread":0.1682809029337078,"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."}}