{"id":"W6976972844","doi":"10.6084/m9.figshare.14708155.v1","title":"Additional file 13 of Program evaluation of a student-led peer support service at a Canadian university","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Table (database); Session (web analytics); Service (business); Usability; File sharing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00529466,0.0008334955,0.001097281,0.003526968,0.004704444,0.002755451,0.002390801,0.0009947466,0.8797138],"category_scores_gemma":[0.06891174,0.0006217969,0.0008736445,0.006295117,0.0005639884,0.002212669,0.001859894,0.001195895,0.2053119],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01222303,"about_ca_system_score_gemma":0.02662812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4411927,"about_ca_topic_score_gemma":0.5822644,"domain_scores_codex":[0.9965065,0.0006764492,0.0003206275,0.0002970046,0.001546549,0.0006528518],"domain_scores_gemma":[0.9229985,0.02643439,0.002072324,0.002902665,0.0394287,0.006163424],"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":[0.0001462413,0.00008872248,0.0006323053,0.0003090591,0.000006115531,0.000009061454,0.00006947039,0.00007437223,0.00001522331,0.0001788184,0.9913666,0.007103988],"study_design_scores_gemma":[0.004318305,0.000379563,0.06115534,0.002259431,0.0000967551,0.00007708584,0.002200866,0.000986297,0.0005218018,0.002811132,0.9249465,0.0002468733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0006252376,0.00001584171,0.0003030089,0.0007631793,0.0001143896,0.001597218,0.9816241,0.0007919022,0.01416513],"genre_scores_gemma":[0.03257716,0.0002481366,0.009191994,0.002752127,0.0003195385,0.0263766,0.743755,0.002719558,0.1820599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.987777,"threshold_uncertainty_score":0.8772492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05924002035543702,"score_gpt":0.3013813559576037,"score_spread":0.2421413356021667,"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."}}