{"id":"W2584162382","doi":"10.5206/wurjhns.2016-17.6","title":"Western Faculty Profile: Dr. Stan Dunn","year":2016,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Subject (documents); Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008695166,0.0004827466,0.0005945805,0.0008085954,0.002987933,0.002745729,0.0008624747,0.002714731,0.4397785],"category_scores_gemma":[0.00425265,0.0003937529,0.0002451751,0.000765211,0.0004597606,0.001981233,0.002240455,0.002927071,0.2802986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288051,"about_ca_system_score_gemma":0.00360422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006196619,"about_ca_topic_score_gemma":0.02033024,"domain_scores_codex":[0.999482,0.0000538286,0.00002805693,0.00009892421,0.0002405889,0.00009678675],"domain_scores_gemma":[0.9948654,0.0001760744,0.0001332687,0.0001088666,0.001913755,0.002802672],"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":[0.000004491071,0.000008167129,0.00007110686,0.000009696921,3.030246e-7,0.00003484653,0.0000235556,0.000003359547,0.00003576504,0.00008751306,0.9952525,0.004468661],"study_design_scores_gemma":[0.000005100149,0.00001307419,0.0004512477,0.00003517439,0.000001081949,0.0001359579,0.0003587324,0.00002006672,0.00005668552,0.0001082771,0.9988072,0.000007325678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004264677,0.007340876,0.001262866,0.4181156,0.1094844,0.0004744322,0.002009216,0.002687288,0.4543606],"genre_scores_gemma":[0.004163093,0.001769776,0.0002316175,0.0478197,0.005763958,0.00009783563,0.0003045966,0.0002831378,0.9395663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4397785,"threshold_uncertainty_score":0.7990879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08979391595880401,"score_gpt":0.4557917914508649,"score_spread":0.3659978754920609,"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."}}