{"id":"W3091895419","doi":"10.23856/3823","title":"FOLLOWING L&D TRENDS: CONTINUOUS LEARNING IN CANADA","year":2020,"lang":"en","type":"article","venue":"Polonia University Scientific Journal","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166167,0.0002808323,0.0002695573,0.002641464,0.009155912,0.00645802,0.001730777,0.001072137,0.007868364],"category_scores_gemma":[0.004900906,0.0002145147,0.0003292311,0.008535623,0.002520967,0.001423081,0.002888423,0.00193717,0.0005961256],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1444918,"about_ca_system_score_gemma":0.253939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954816,"about_ca_topic_score_gemma":0.996717,"domain_scores_codex":[0.9962679,0.0001868009,0.0001136374,0.0002450927,0.001864567,0.00132201],"domain_scores_gemma":[0.9890343,0.0007870339,0.0007683054,0.0001943732,0.005332964,0.003883129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004069164,0.0003988243,0.2115015,0.001329349,0.00005629009,0.002110121,0.04375868,0.002809097,0.00188457,0.08549801,0.1156963,0.5345504],"study_design_scores_gemma":[0.00002724194,0.0001451748,0.4816413,0.0006686955,0.00004309604,0.0005048792,0.06655841,0.002165995,0.001280436,0.002240315,0.4445903,0.0001341626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6654561,0.0204367,0.002012678,0.0934184,0.0007470757,0.0001525875,0.005209849,0.0003387923,0.2122279],"genre_scores_gemma":[0.9548727,0.006523167,0.001425115,0.002128044,0.00005281742,0.00002228145,0.0009157702,0.0000576367,0.03400251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444918,"threshold_uncertainty_score":0.9922682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376513201205829,"score_gpt":0.2864535766789175,"score_spread":0.2526884446668592,"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."}}