{"id":"W4225672243","doi":"10.26685/urncst.358","title":"Dr. R.E. Peter Biology Conference, March 9-11, 2022 – Conference Schedule &amp; Abstract Book","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Directorate for Biological Sciences; University of Alberta","keywords":"Honour; Library science; Graduate students; Biological sciences; Discipline; Graduate research; Schedule; Sociology; Medical education; Medicine; Management; Political science; Biology; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.0008935975,0.0008849343,0.0004119335,0.000745204,0.001349621,0.003871489,0.0008810389,0.00173714,0.5485302],"category_scores_gemma":[0.001307587,0.0003512254,0.0003995927,0.0005639763,0.0003070468,0.001557968,0.001448501,0.002303372,0.5079606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099538,"about_ca_system_score_gemma":0.001281987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889804,"about_ca_topic_score_gemma":0.007376415,"domain_scores_codex":[0.9995864,0.00004340264,0.00001209065,0.00008278171,0.0001942078,0.00008116741],"domain_scores_gemma":[0.9990199,0.00006109844,0.00003755023,0.00003338945,0.000400207,0.0004480157],"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":[0.00002112244,0.000009036629,0.00003056685,0.00002869691,7.612257e-7,0.00001430519,0.000006442631,0.00002261674,0.000155244,0.0002569297,0.9854999,0.01395432],"study_design_scores_gemma":[0.000003690681,0.000009876595,0.0001963803,0.00002386423,6.090701e-7,0.00001894422,0.00002285739,0.00002610072,0.00007155408,0.00008491352,0.9995379,0.000003223561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001126361,0.008673032,0.001890386,0.02018464,0.06739029,0.0003981284,0.002764307,0.001709111,0.8958638],"genre_scores_gemma":[0.001503876,0.001450938,0.0003078507,0.001075451,0.002805038,0.00006818464,0.0005667009,0.0001933198,0.9920288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4514698,"threshold_uncertainty_score":0.6439669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07987757426576228,"score_gpt":0.3970324374983323,"score_spread":0.31715486323257,"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."}}