{"id":"W7062232169","doi":"","title":"Soldering Irons and Software","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amateur; Hobby; Bedroom; Soldering; Nothing; Inflatable; Boss; Cabinet (room)","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":[],"consensus_categories":[],"category_scores_codex":[0.002579089,0.001125142,0.0006128378,0.003002627,0.002385315,0.005750164,0.001696085,0.002610637,0.02290243],"category_scores_gemma":[0.01036712,0.001027489,0.0007638365,0.001723043,0.01185532,0.007364191,0.003594106,0.003277945,0.01081062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627592,"about_ca_system_score_gemma":0.00177495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005651027,"about_ca_topic_score_gemma":0.003446818,"domain_scores_codex":[0.9969159,0.0007812142,0.0001858279,0.0006730927,0.001129822,0.000314051],"domain_scores_gemma":[0.996502,0.001212314,0.0001789161,0.0007960433,0.001072979,0.0002378098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002271698,0.00001853216,0.0003205941,0.0001550712,0.00000709101,0.00009828987,0.0009800864,0.001531609,0.0006858713,0.8703402,0.01768613,0.1081538],"study_design_scores_gemma":[0.00001108119,0.0000499099,0.0002951585,0.0003529482,0.000009372464,0.00030526,0.0002357633,0.00207448,0.001110079,0.2999632,0.6955616,0.00003103235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008991794,0.02555948,0.3338465,0.01073161,0.00337001,0.0001700848,0.0001775021,0.004570315,0.6125828],"genre_scores_gemma":[0.3314772,0.03147364,0.2479798,0.004893424,0.002772782,0.0003683463,0.0005398238,0.003589251,0.3769058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02290243,"threshold_uncertainty_score":0.07661629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005008012041369691,"score_gpt":0.1703313570326699,"score_spread":0.1653233449913002,"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."}}