{"id":"W2232004237","doi":"10.32920/24103242","title":"Investigating Research Apprenticeship Online, Part 1","year":2023,"lang":"en","type":"article","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Negotiation; Graduate students; Set (abstract data type); Distance education; Institution; Apprenticeship; Graduate education; Service (business); Sociology; Pedagogy; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010879,0.000643739,0.00052036,0.0020362,0.006312958,0.01519599,0.001823572,0.002453843,0.01440092],"category_scores_gemma":[0.0255471,0.0005095298,0.0005103092,0.001865099,0.006202541,0.009862909,0.01235012,0.003422553,0.002996947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538766,"about_ca_system_score_gemma":0.00241831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005574033,"about_ca_topic_score_gemma":0.001512439,"domain_scores_codex":[0.9870301,0.009259361,0.0004133374,0.0008611253,0.001651603,0.0007844629],"domain_scores_gemma":[0.9748267,0.0146977,0.001849075,0.002990248,0.002242792,0.003393441],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008436957,0.0009021797,0.0200585,0.0007033256,0.00003078868,0.001988688,0.6673287,0.0001866842,0.003631342,0.08676911,0.02413335,0.1941831],"study_design_scores_gemma":[0.00001533979,0.0003150456,0.01721314,0.0007077071,0.00002053842,0.002910909,0.5376854,0.0005317863,0.00245215,0.02445582,0.4136535,0.00003867893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4882949,0.00512488,0.02678331,0.01548334,0.001577329,0.001079795,0.0002351484,0.0003074986,0.4611138],"genre_scores_gemma":[0.9016027,0.004210713,0.009804123,0.002667835,0.0007367249,0.0008846435,0.0003672903,0.0002180199,0.07950789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.989121,"threshold_uncertainty_score":0.05753434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2986306291128669,"score_gpt":0.4909158445102461,"score_spread":0.1922852153973792,"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."}}