{"id":"W7099553686","doi":"","title":"Quality and Productivity in Ontario Universities: INITIATIVES, CONCLUSIONS AND RECOMMENDATIONS","year":2006,"lang":"en","type":"article","venue":"","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Productivity; Quality (philosophy); Production (economics); Measure (data warehouse); Government (linguistics)","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":[0.007927888,0.0007924315,0.001175175,0.003723764,0.005559969,0.007243773,0.003091712,0.002565036,0.009573107],"category_scores_gemma":[0.01366975,0.0003989379,0.001161688,0.01006513,0.002482356,0.003305136,0.003780427,0.002168978,0.0007203103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05713803,"about_ca_system_score_gemma":0.1849762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9464722,"about_ca_topic_score_gemma":0.9636313,"domain_scores_codex":[0.9932661,0.0009765551,0.000562863,0.0005821558,0.002676658,0.001935636],"domain_scores_gemma":[0.9593799,0.005211582,0.002752927,0.0007078193,0.02104563,0.01090218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006699957,0.0004902986,0.6141708,0.007106983,0.0006059997,0.0003770128,0.009870664,0.001441535,0.0007241338,0.008601066,0.2076554,0.1482861],"study_design_scores_gemma":[0.0001977908,0.0002303666,0.84968,0.004864241,0.0008086871,0.00008586369,0.06358779,0.001206182,0.0007262664,0.0029374,0.07553773,0.0001375966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.257773,0.04565448,0.001638379,0.6117439,0.002795612,0.0006944964,0.02054967,0.0002402124,0.05891022],"genre_scores_gemma":[0.9069675,0.03331735,0.00734142,0.0211208,0.001102261,0.000546625,0.004730025,0.00006653358,0.02480741],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.942862,"threshold_uncertainty_score":0.4145674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642385114301036,"score_gpt":0.2567485754787827,"score_spread":0.2103247243357724,"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."}}