{"id":"W2626466063","doi":"10.1177/0741088317710925","title":"Senior Students’ Perceptions of Entering a Research Community","year":2017,"lang":"en","type":"article","venue":"Written Communication","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Conversation; Qualitative research; Perception; Pedagogy; Psychology; Sociology; Medical education; Social 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02349038,0.0004202101,0.0007217175,0.002195183,0.007928221,0.01232856,0.001475468,0.002403122,0.004234757],"category_scores_gemma":[0.05420468,0.0006139483,0.000484011,0.001506774,0.00724519,0.004493861,0.008919701,0.004035865,0.0006016665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002854337,"about_ca_system_score_gemma":0.006014182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603876,"about_ca_topic_score_gemma":0.00492018,"domain_scores_codex":[0.9696878,0.01713929,0.002200964,0.001366224,0.006492901,0.003112866],"domain_scores_gemma":[0.9199411,0.02497336,0.009436168,0.001824809,0.01010926,0.03371528],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001352606,0.0003907499,0.03817878,0.0002076322,0.00002533099,0.0009919547,0.9335374,0.0000703789,0.002512119,0.001776657,0.001158898,0.02101479],"study_design_scores_gemma":[0.00001845497,0.0004524777,0.01495969,0.0001175868,0.00001238567,0.0006865946,0.9712006,0.0001436098,0.0003637564,0.0007661619,0.01123556,0.00004315874],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910464,0.0003889587,0.0007719478,0.002178167,0.00006012478,0.00005660824,0.00001662778,0.00003856542,0.005442514],"genre_scores_gemma":[0.9977747,0.0002431143,0.0003121534,0.0003984762,0.00001967174,0.0000295843,0.00001570252,0.00001179645,0.00119495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9765096,"threshold_uncertainty_score":0.1242305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4588577707559938,"score_gpt":0.606935933598727,"score_spread":0.1480781628427332,"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."}}