{"id":"W7019073772","doi":"","title":"'Follow your passion' is bad advice that wastes your time, energy and skills","year":2023,"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":"Advice (programming); Energy (signal processing); Government (linguistics)","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":[0.001057667,0.0005643761,0.0005505253,0.0005952879,0.004920007,0.005846312,0.0007084177,0.002433239,0.5400035],"category_scores_gemma":[0.009526183,0.0004491232,0.000365137,0.000644245,0.0009293252,0.003696423,0.00229299,0.003430563,0.4906717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119304,"about_ca_system_score_gemma":0.002385431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01577031,"about_ca_topic_score_gemma":0.05137499,"domain_scores_codex":[0.9987204,0.0001923036,0.00003281091,0.0001079396,0.0007250336,0.0002214727],"domain_scores_gemma":[0.9948351,0.0005843609,0.0002012138,0.0002763072,0.001937596,0.002165407],"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":[0.000003672582,0.000009334802,0.00004622021,0.00001322466,5.427069e-7,0.0000151781,0.00009222578,0.000002267195,0.0000558381,0.0002304812,0.9857125,0.01381848],"study_design_scores_gemma":[0.000002680996,0.000008671099,0.0002055191,0.00003908048,0.000001223069,0.00004618787,0.0004760537,0.00001181222,0.00005604414,0.000256517,0.9988912,0.000005033122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00172834,0.002147103,0.001622977,0.07604064,0.01601599,0.0001195291,0.0007801036,0.003537963,0.8980073],"genre_scores_gemma":[0.001353068,0.0005508165,0.0004092123,0.008598978,0.00037594,0.00001520918,0.000109532,0.0004980091,0.9880893],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5400035,"threshold_uncertainty_score":0.6561292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007261780521795013,"score_gpt":0.1966714953681447,"score_spread":0.1894097148463496,"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."}}