{"id":"W4400931578","doi":"10.55016/ojs/pplt.v5y2022.73270","title":"Performing Mentorship in Collaborative Research Teams","year":2022,"lang":"en","type":"article","venue":"Papers on postsecondary learning and teaching.","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Simon Fraser University","funders":"","keywords":"Mentorship; Psychology; Computer science; Medical education; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005808922,0.0001619421,0.0001992562,0.0004377101,0.004132067,0.0003965171,0.000214314,0.0000520462,0.002864196],"category_scores_gemma":[0.0006778649,0.0001582078,0.00003827085,0.00008715676,0.0001936647,0.0002865955,0.0002018743,0.005175498,0.00001794837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981386,"about_ca_system_score_gemma":0.0001090934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00079082,"about_ca_topic_score_gemma":0.0001637933,"domain_scores_codex":[0.9968104,0.001528791,0.0002543805,0.0003981713,0.0005136136,0.0004946062],"domain_scores_gemma":[0.9987735,0.0008920474,0.00008601657,0.0001034685,0.00004637497,0.00009866342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002392133,0.0001840511,0.03433705,0.00006769752,0.00004476776,0.00005596728,0.5547258,0.0002283799,0.0003231713,0.2689783,0.006316594,0.134499],"study_design_scores_gemma":[0.0003934046,0.0004480495,0.0008026222,0.00005020846,0.000003580625,0.000009139336,0.2277814,0.0001305139,0.000006770045,0.000357097,0.7698314,0.0001858298],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5630938,0.0004458782,3.991158e-8,0.001281486,0.000156978,0.00009913203,0.00001335573,0.00006645308,0.4348429],"genre_scores_gemma":[0.9760193,0.0000235933,0.00001530007,0.0005629859,0.000366503,0.00005482238,0.00004272332,0.00003154487,0.02288322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7635148,"threshold_uncertainty_score":0.9980473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463604788567327,"score_gpt":0.2948995203348072,"score_spread":0.2702634724491339,"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."}}