{"id":"W1839781141","doi":"10.47678/cjhe.v30i1.183344","title":"Mostly True Confessions: Joint Meaning-Making about the Thesis Journey","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Supervisor; Conversation; Meaning (existential); Narrative; Process (computing); Pedagogy; Psychology; Higher education; Meaning-making; Sociology; Management; Linguistics; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03439582,0.0008454125,0.0008699649,0.002318878,0.01928793,0.02093116,0.003011841,0.004346864,0.003520595],"category_scores_gemma":[0.1227235,0.0009601818,0.0009104221,0.002130526,0.04070384,0.02017098,0.02106493,0.01056928,0.0009411537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004880498,"about_ca_system_score_gemma":0.007974274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088813,"about_ca_topic_score_gemma":0.002506693,"domain_scores_codex":[0.9393588,0.04810147,0.001379779,0.002291733,0.006547804,0.002320327],"domain_scores_gemma":[0.9313391,0.04044022,0.00748605,0.006596956,0.007625796,0.006511856],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000311051,0.00001201676,0.0008270142,0.00006447513,0.00001148841,0.0006263371,0.9454276,0.00008108276,0.0004282905,0.04163606,0.003206197,0.007648343],"study_design_scores_gemma":[0.00000853961,0.00003235247,0.001048265,0.000246521,0.00001212044,0.0009891096,0.8916318,0.0002519664,0.000416594,0.02968378,0.07562773,0.00005130787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6077092,0.00645293,0.07647718,0.1004939,0.002351606,0.0005225594,0.0002952509,0.0004216935,0.2052756],"genre_scores_gemma":[0.98492,0.001068892,0.00577794,0.001451981,0.0002469951,0.0001680401,0.0000898401,0.0001894673,0.006086882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9656042,"threshold_uncertainty_score":0.1819047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1591909403985691,"score_gpt":0.43953784961003,"score_spread":0.2803469092114609,"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."}}