{"id":"W3133740691","doi":"10.55743/000002","title":"Accentuating Research Scholarship Through Innovative Student Opportunities: A Mentored Approach","year":2021,"lang":"en","type":"article","venue":"Journal for Advancing Sport Psychology in Research","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"College of Engineering, Michigan State University; Glasgow Caledonian University; Michigan State University","keywords":"Scholarship; Mentorship; Publishing; Sociology; Realm; Scholarly communication; Public relations; Engineering ethics; Psychology; Political science; Medical education; Engineering; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0237889,0.0008522252,0.0005462986,0.002600337,0.007760309,0.03162686,0.004471381,0.005191343,0.01000706],"category_scores_gemma":[0.02952956,0.0003863683,0.001224412,0.001694515,0.01136739,0.01565874,0.02686664,0.0073625,0.003466109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440176,"about_ca_system_score_gemma":0.01036959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624642,"about_ca_topic_score_gemma":0.001211318,"domain_scores_codex":[0.9759377,0.01751696,0.0006538312,0.001001062,0.003367373,0.001523027],"domain_scores_gemma":[0.9590968,0.01245166,0.002433838,0.004074934,0.004002951,0.01793982],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001664379,0.00155566,0.004274842,0.001771357,0.0001166175,0.001626785,0.187578,0.0004283071,0.003185629,0.1903522,0.07639738,0.5325468],"study_design_scores_gemma":[0.00005483804,0.001031083,0.002450131,0.001575066,0.00008293536,0.002880163,0.08899771,0.0007557456,0.002842169,0.08018139,0.8190078,0.0001410641],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1841372,0.0370316,0.1526192,0.298462,0.03459541,0.001590252,0.0002306567,0.00268345,0.2886503],"genre_scores_gemma":[0.6921204,0.03039338,0.09738726,0.03139295,0.01575731,0.001078919,0.0002532585,0.0008824741,0.1307341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9762111,"threshold_uncertainty_score":0.1258093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6760937270944605,"score_gpt":0.5911790852068843,"score_spread":0.08491464188757614,"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."}}