{"id":"W1862269439","doi":"10.13034/jsst.v8i1.49","title":"NEW FAT FUELS FROZEN FLIES","year":2015,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Gall; Surprise; Biology; Zoology; Food science; Ecology; Communication; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000404025,0.0003957264,0.0004514875,0.0005777224,0.001147849,0.001912143,0.0007403991,0.001176049,0.01458983],"category_scores_gemma":[0.0006650923,0.0002943038,0.0005392432,0.0004174791,0.0009153303,0.002979313,0.0016085,0.002195108,0.002634518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272778,"about_ca_system_score_gemma":0.0006275214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001900835,"about_ca_topic_score_gemma":0.005791081,"domain_scores_codex":[0.9997067,0.00002617588,0.00001153763,0.00006910673,0.0001202893,0.00006618018],"domain_scores_gemma":[0.9996157,0.00006526481,0.00004618278,0.00003253829,0.000110814,0.0001294581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001500166,0.0004734759,0.01098248,0.002912897,0.0002018995,0.00239965,0.001562805,0.001481821,0.3998912,0.1139355,0.06835829,0.3962998],"study_design_scores_gemma":[0.00006072501,0.0005439789,0.007284197,0.0006770796,0.0001340088,0.001176299,0.001418495,0.0008413512,0.07988507,0.03154921,0.8763387,0.00009081784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3595182,0.2799957,0.03022172,0.06785389,0.01890441,0.0001836581,0.003931391,0.001116329,0.2382747],"genre_scores_gemma":[0.7132258,0.129451,0.01956003,0.01515457,0.002817958,0.0001608707,0.002375633,0.0004216691,0.1168324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458983,"threshold_uncertainty_score":0.0488078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885565532530226,"score_gpt":0.2745702674179046,"score_spread":0.2457146120926024,"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."}}