{"id":"W4362590679","doi":"10.26685/urncst.466","title":"Fresh Ideas: Side by Side Summer Research Program Conference 2021","year":2023,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Mentorship; Medical education; Agency (philosophy); Curiosity; Undergraduate research; Psychology; Literacy; Pedagogy; Sociology; Public relations; Medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.01192635,0.002171552,0.0007849281,0.001509245,0.008059925,0.008429334,0.003010253,0.004095751,0.2159481],"category_scores_gemma":[0.009373802,0.0009463973,0.001484639,0.0008058305,0.001632289,0.003321754,0.00981439,0.009369684,0.09824193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467816,"about_ca_system_score_gemma":0.01505241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003494286,"about_ca_topic_score_gemma":0.02061604,"domain_scores_codex":[0.9951461,0.001527342,0.000141114,0.0006537501,0.001497765,0.001033929],"domain_scores_gemma":[0.9707299,0.0009281191,0.0003908328,0.0007394552,0.005364612,0.02184712],"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":[0.0001078222,0.0003339587,0.000196494,0.00007342766,0.000006392194,0.000198516,0.0005730093,0.00003613951,0.0007681841,0.0007984748,0.9782195,0.01868806],"study_design_scores_gemma":[0.00005906848,0.0001962383,0.0006945795,0.00008521588,0.000003847765,0.00009242363,0.001769926,0.0000874733,0.0002419317,0.001062047,0.9956868,0.00002040433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0168138,0.004796403,0.009581581,0.280309,0.3418691,0.006115055,0.00636608,0.004682625,0.3294664],"genre_scores_gemma":[0.02868835,0.002423875,0.01407123,0.05013316,0.05750315,0.004306333,0.005005901,0.002272438,0.8355955],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2159481,"threshold_uncertainty_score":0.7224185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2565339878553716,"score_gpt":0.5774426539971136,"score_spread":0.320908666141742,"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."}}