{"id":"W4297996662","doi":"10.26685/urncst.435","title":"The 1st Annual 2022 Conference for Undergraduate Health Research (CUHR): Innovations in Science","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Universitair Medisch Centrum Groningen","keywords":"Internship; Transformational leadership; Theme (computing); Dissemination; Undergraduate research; Medical education; Work (physics); Health science; Library science; Sociology; Political science; Public relations; Engineering ethics; Medicine; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.02352403,0.00166199,0.001220639,0.002088971,0.003393695,0.01015463,0.002302313,0.007169142,0.1583418],"category_scores_gemma":[0.02277503,0.0006986544,0.0008916925,0.001274349,0.002577695,0.00318899,0.01207657,0.007607544,0.06243501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006534177,"about_ca_system_score_gemma":0.01766151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004681671,"about_ca_topic_score_gemma":0.01195336,"domain_scores_codex":[0.9848914,0.004813201,0.000503331,0.00110627,0.005905249,0.002780524],"domain_scores_gemma":[0.9651054,0.00299871,0.001095438,0.001428532,0.006963295,0.02240872],"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":[0.0000751012,0.00006779868,0.0001907536,0.0001864443,0.000005621284,0.00004500955,0.0002439827,0.00004208953,0.0007961671,0.002374741,0.9465992,0.04937317],"study_design_scores_gemma":[0.00001411065,0.00005837256,0.00085122,0.0001393495,0.000002185255,0.00003554952,0.000256731,0.000043514,0.000215889,0.0006421775,0.9977283,0.00001260262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007044946,0.06387143,0.01019488,0.3122005,0.2998368,0.002202967,0.004547995,0.00235483,0.2977455],"genre_scores_gemma":[0.03615893,0.01770144,0.01233422,0.03286501,0.04082514,0.001778719,0.003847335,0.001410351,0.8530788],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1583418,"threshold_uncertainty_score":0.5297061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801541234150861,"score_gpt":0.5236108309749791,"score_spread":0.3434567075598929,"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."}}