{"id":"W7068222512","doi":"","title":"sparks fly demo","year":2006,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Projection (relational algebra); On the fly; Tone (literature); Loop (graph theory); Window (computing); Black box","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":["insufficient_payload"],"category_scores_codex":[0.0003527337,0.000528425,0.0002568712,0.0009016322,0.001262591,0.001843438,0.0006317882,0.000671496,0.5115155],"category_scores_gemma":[0.0007170977,0.0002626637,0.000339398,0.0005431269,0.0002607706,0.001298075,0.001673103,0.001282088,0.192539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008831452,"about_ca_system_score_gemma":0.0007309989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166154,"about_ca_topic_score_gemma":0.03562839,"domain_scores_codex":[0.9997618,0.00001835284,0.00000534631,0.00003198769,0.0001257777,0.00005674369],"domain_scores_gemma":[0.9995546,0.00003177933,0.000009660072,0.00006368726,0.0001350308,0.0002052847],"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":[0.00006747921,0.00002110945,0.0001163952,0.00003956504,0.000001465528,0.00005846202,0.00008372134,0.00004939748,0.0004227858,0.001810922,0.9669704,0.03035824],"study_design_scores_gemma":[0.00001172311,0.000009668714,0.0004880647,0.0000166073,9.633154e-7,0.00006013735,0.00007267341,0.0000734225,0.0002463305,0.0003228102,0.9986928,0.00000478532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001721057,0.0002736961,0.001457006,0.0007352824,0.0007775935,0.00009982427,0.006422186,0.005520872,0.9829925],"genre_scores_gemma":[0.0156768,0.000492284,0.002470301,0.0006358061,0.0004123416,0.00007732474,0.01103364,0.003728135,0.9654734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4884845,"threshold_uncertainty_score":0.6967639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006369378798995128,"score_gpt":0.1949075034280988,"score_spread":0.1885381246291037,"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."}}