{"id":"W7058080169","doi":"","title":"Linking Rates of Diffusion and Consumption in Relationto Resources","year":2011,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Consumption (sociology); Diffusion; Premise; Resource (disambiguation); Simple (philosophy); Random walk; Movement (music)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001629602,0.0003494223,0.000358922,0.001152261,0.0004817489,0.001680312,0.0007433422,0.00116099,0.003688836],"category_scores_gemma":[0.01651147,0.0004080682,0.0005347015,0.001052945,0.001483761,0.003252113,0.001312388,0.0009200891,0.0003733764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390376,"about_ca_system_score_gemma":0.0003030814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060227,"about_ca_topic_score_gemma":0.001139215,"domain_scores_codex":[0.9994656,0.0001973382,0.00002904536,0.0001446131,0.00008502405,0.00007827579],"domain_scores_gemma":[0.9931509,0.004195095,0.001391877,0.0007925374,0.0003231672,0.0001463004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003054185,0.0002044882,0.0723675,0.0002387303,0.0001378898,0.0004760155,0.001586956,0.2761333,0.02323679,0.5800617,0.001591784,0.04365949],"study_design_scores_gemma":[0.00004596491,0.00009525767,0.04293131,0.00003788513,0.00007378885,0.0006570178,0.0006855492,0.5366253,0.005591851,0.4086613,0.004468087,0.000126646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8360323,0.0005877244,0.1459957,0.001694576,0.00003231686,0.00006169467,0.0002521038,0.0001910349,0.01515253],"genre_scores_gemma":[0.9899313,0.0002370081,0.007527531,0.00004369508,0.00001371434,0.00005558224,0.00007910866,0.00003145729,0.002080591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003688836,"threshold_uncertainty_score":0.01234043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662778313661529,"score_gpt":0.2260965025934769,"score_spread":0.1994687194568616,"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."}}