{"id":"W4400525132","doi":"10.56105/cjsae.v33i2.5633","title":"Learning from a Decade of the Canadian Journal for the Study of Adult Education Publications","year":2021,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Political science; Library science; Psychology; History; Medical education; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01033809,0.001028573,0.001015722,0.03842248,0.02149227,0.03380832,0.001614183,0.002916721,0.01447493],"category_scores_gemma":[0.03048439,0.0006204661,0.000642102,0.06096864,0.02421576,0.01173798,0.004904984,0.004440915,0.002286311],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05084998,"about_ca_system_score_gemma":0.1049764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6987286,"about_ca_topic_score_gemma":0.870823,"domain_scores_codex":[0.986962,0.002026054,0.0008309993,0.001096184,0.007124562,0.001960282],"domain_scores_gemma":[0.9373106,0.02137841,0.005234636,0.002706238,0.02609538,0.0072747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001114502,0.00004105577,0.009432028,0.002596687,0.0000407784,0.00143026,0.1634494,0.0002480052,0.001387765,0.3022442,0.3829316,0.1360869],"study_design_scores_gemma":[0.000002634649,0.000006110858,0.006313508,0.001123287,0.000007865917,0.0001777986,0.02647842,0.00003000964,0.0001092831,0.003695758,0.9620211,0.00003437153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05284774,0.149562,0.009588089,0.3363807,0.02760856,0.0004561418,0.01152316,0.0005986669,0.4114349],"genre_scores_gemma":[0.5876497,0.1854185,0.02315543,0.05312257,0.01293893,0.0007028746,0.00566729,0.001524669,0.1298201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9615775,"threshold_uncertainty_score":0.6060913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066523860391178,"score_gpt":0.3369828179459867,"score_spread":0.3063175793420749,"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."}}