{"id":"W7058637736","doi":"","title":"The northern road trip - Episode 40 - Knight Shift","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); TRIPS architecture; Knight; Swing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002163109,0.0003577516,0.000356961,0.00007358241,0.00007556962,0.00006618131,0.0004768455,0.0004926037,0.132147],"category_scores_gemma":[0.0001208573,0.0002992236,0.0001624754,0.00001170345,0.000108273,1.43504e-7,0.0000642426,0.000391043,0.01445829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004991594,"about_ca_system_score_gemma":0.00001155117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007768377,"about_ca_topic_score_gemma":0.03557205,"domain_scores_codex":[0.998457,0.00004530629,0.0006167031,0.0001479552,0.0003721413,0.0003608919],"domain_scores_gemma":[0.9988881,0.0001941079,0.0002143109,0.000563943,0.0000560393,0.00008347852],"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":[0.00001580061,0.000006158241,0.000001235207,0.0002359658,0.00005635656,0.00001162542,0.0001120235,0.0003421861,1.320229e-7,0.0000211722,0.9885049,0.01069241],"study_design_scores_gemma":[0.0001670403,0.00005479604,0.00002004843,0.0001499116,0.00002985711,0.00001261208,0.00002719037,0.0001559039,0.00001624177,0.00002330755,0.9990255,0.0003175436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003135902,0.0006540554,0.000001474446,0.0001866844,0.0005105785,0.000471771,0.00006591333,0.002339019,0.9957392],"genre_scores_gemma":[0.0005372085,0.001076762,0.0003461316,0.00005580667,0.0001893864,0.00004206232,0.00003410608,0.0003980043,0.9973205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1176887,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004282811149376143,"score_gpt":0.1717545034024354,"score_spread":0.1674716922530593,"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."}}