{"id":"W7133001961","doi":"","title":"Conclusion","year":2021,"lang":"en","type":"article","venue":"TSpace","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004290324,0.0007366777,0.0004257271,0.00139887,0.002194108,0.00671902,0.002195089,0.002013239,0.3706177],"category_scores_gemma":[0.02409483,0.0001956295,0.0009619425,0.0009248308,0.00141435,0.003774228,0.002420915,0.002665562,0.1302917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003573898,"about_ca_system_score_gemma":0.006355787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100205,"about_ca_topic_score_gemma":0.01272478,"domain_scores_codex":[0.9960865,0.0007385901,0.0001198078,0.0007272169,0.001767561,0.0005603394],"domain_scores_gemma":[0.9880667,0.002534179,0.0004352213,0.001117377,0.00621051,0.001636066],"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":[0.0003776633,0.0001377036,0.004994062,0.0006237099,0.00005803774,0.0002862438,0.0008857923,0.0002744276,0.0005353042,0.096738,0.7509176,0.1441717],"study_design_scores_gemma":[0.00005381793,0.00003692745,0.003631194,0.000796811,0.00005327754,0.0003394123,0.00251799,0.0001861959,0.00101619,0.0341118,0.957238,0.00001835362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005522193,0.002117569,0.007696917,0.08381081,0.008132065,0.0001839073,0.004987694,0.0008453687,0.8867035],"genre_scores_gemma":[0.1218933,0.003547417,0.00883067,0.09748267,0.003592413,0.0003233943,0.008477338,0.001375754,0.7544771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6293823,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734902692504951,"score_gpt":0.3685383345333653,"score_spread":0.3411893076083157,"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."}}