{"id":"W2405284883","doi":"10.1201/9781003059325-17","title":"Supervisor-Student Research Meetings: A Case Study on Choice of Tools and Practices in Computer Science","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Supervisor; Mathematics education; Psychology; Medical education; Computer science; Pedagogy; Management; 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":[0.02240323,0.0007123207,0.000576139,0.001318558,0.01557682,0.005078011,0.003667933,0.004974958,0.00247236],"category_scores_gemma":[0.04146843,0.000706415,0.0006602272,0.001387681,0.00547454,0.004127985,0.006194378,0.005706346,0.0008466185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003465735,"about_ca_system_score_gemma":0.003348267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193286,"about_ca_topic_score_gemma":0.006341763,"domain_scores_codex":[0.9613554,0.03256904,0.0006347941,0.001526707,0.002153646,0.001760373],"domain_scores_gemma":[0.9483702,0.03882919,0.003730202,0.001919861,0.001636594,0.00551402],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001593648,0.001768031,0.01123416,0.0002491171,0.00001866779,0.008820755,0.9254249,0.0002531642,0.002106425,0.003778293,0.002931611,0.0432555],"study_design_scores_gemma":[0.00005169764,0.001376521,0.00895566,0.000266692,0.0000231739,0.007581367,0.946223,0.001166447,0.002515311,0.002200549,0.02956139,0.00007817092],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767567,0.0004982002,0.008094993,0.003755733,0.00007921414,0.0002479918,0.00004856415,0.00007204438,0.0104466],"genre_scores_gemma":[0.98387,0.0006245397,0.007480302,0.000942499,0.00006552929,0.0002475785,0.00004364127,0.00006252705,0.006663389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9775968,"threshold_uncertainty_score":0.118481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7963793426361898,"score_gpt":0.6754315412943821,"score_spread":0.1209478013418077,"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."}}