{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001571441,0.001414275,0.0005237704,0.001947735,0.003031098,0.004832033,0.001451262,0.00258049,0.7927496],"category_scores_gemma":[0.006445353,0.0006813704,0.0006235244,0.0007378377,0.0006991635,0.00231457,0.005194114,0.002819238,0.6656253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730772,"about_ca_system_score_gemma":0.002276645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004816566,"about_ca_topic_score_gemma":0.0103176,"domain_scores_codex":[0.9983058,0.0002440759,0.00006095052,0.0002237806,0.0008729148,0.0002924704],"domain_scores_gemma":[0.9946232,0.0003118754,0.0001411777,0.0005513724,0.002609494,0.001762915],"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":[0.00003030865,0.00002646567,0.00007811232,0.00004291073,9.733898e-7,0.00009581297,0.00008400712,0.00003366006,0.0005290246,0.001995668,0.9639673,0.03311574],"study_design_scores_gemma":[0.000003256005,0.00001444704,0.0001750827,0.00001808158,5.045372e-7,0.0000661314,0.0000548258,0.00003435992,0.00007289468,0.0002285446,0.9993291,0.000002888388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007576247,0.0003415252,0.003265257,0.004569436,0.007478437,0.0003922513,0.001242558,0.006042466,0.9759104],"genre_scores_gemma":[0.002433978,0.0001621173,0.001120675,0.001190348,0.001029718,0.0001241783,0.0007467888,0.001260374,0.9919317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7927496,"threshold_uncertainty_score":0.2956175,"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."}}