{"id":"W7050098013","doi":"","title":"Slow Is Beautiful","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; George (robot); Period (music); Action (physics)","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":[0.0009849975,0.0009688566,0.0004174262,0.001240673,0.008283635,0.007492252,0.0007149047,0.00196547,0.333296],"category_scores_gemma":[0.002457237,0.0004710543,0.000368466,0.001117974,0.001936962,0.003525939,0.004830976,0.003277453,0.1655749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979001,"about_ca_system_score_gemma":0.00380596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09900083,"about_ca_topic_score_gemma":0.292619,"domain_scores_codex":[0.9989135,0.0001051237,0.00001384752,0.0001014725,0.0005594818,0.0003066678],"domain_scores_gemma":[0.9985403,0.00008933705,0.00003011796,0.00009446814,0.0005842343,0.0006616108],"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":[0.00001086566,0.00000670253,0.00008728332,0.00002307613,0.000001041687,0.0000330591,0.0003752935,0.000005655907,0.0001252596,0.001764945,0.9774095,0.02015743],"study_design_scores_gemma":[0.000001229515,0.000002326194,0.00021148,0.00002449988,6.828088e-7,0.00004218265,0.0006072052,0.000003950323,0.00005513289,0.0001741129,0.9988735,0.000003689931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001309822,0.003402347,0.0005532259,0.01804674,0.006914893,0.000042535,0.000666772,0.0006892767,0.9683744],"genre_scores_gemma":[0.003804846,0.001068117,0.0001573882,0.00240965,0.0004131303,0.00001212494,0.00015693,0.0004564289,0.9915215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.333296,"threshold_uncertainty_score":0.9509724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006082772592221742,"score_gpt":0.2059435149744163,"score_spread":0.1998607423821945,"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."}}