{"id":"W2761268105","doi":"","title":"POSTER: What work habits are being assessed across Canada?","year":2016,"lang":"en","type":"article","venue":"ITC 2016 Conference","topic":"Agricultural and Financial Auditing","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Context (archaeology); Work (physics); Psychology; Medical education; Geography; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003718987,0.0002745615,0.0004417554,0.003165546,0.007451447,0.003970165,0.001173018,0.0006953961,0.01851187],"category_scores_gemma":[0.01036518,0.0003061882,0.0004958192,0.005393749,0.002036225,0.0007507217,0.001723587,0.0009865327,0.002625083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03743954,"about_ca_system_score_gemma":0.09772246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753912,"about_ca_topic_score_gemma":0.9883847,"domain_scores_codex":[0.9959801,0.0003377357,0.0002137307,0.0004349291,0.001778837,0.001254685],"domain_scores_gemma":[0.9831784,0.00121579,0.001521796,0.0003369901,0.009992698,0.003754372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002138511,0.000148879,0.7270203,0.001153426,0.00005392115,0.0002780399,0.02644562,0.0002396901,0.0006611912,0.001174601,0.1127908,0.1298195],"study_design_scores_gemma":[0.00001001194,0.00006881355,0.8985515,0.0008390705,0.00002362682,0.00008234993,0.04186979,0.0001009816,0.0003636777,0.0001773661,0.05783804,0.00007475633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7562915,0.008313637,0.001498819,0.03305632,0.001241191,0.001459952,0.07301524,0.0004024236,0.1247208],"genre_scores_gemma":[0.9363741,0.004309816,0.002065896,0.00378989,0.0001357125,0.0005226745,0.008312967,0.00008954587,0.0443994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03743954,"threshold_uncertainty_score":0.2716442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016591741998137,"score_gpt":0.2014876772329702,"score_spread":0.1813217598129888,"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."}}