{"id":"W4413730538","doi":"10.64628/aam.3gu7sw547","title":"It’s time to merge Ontario’s two school systems","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Merge (version control); Computer science; Political science; Information retrieval","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":[0.008161728,0.0006862718,0.000649471,0.002137741,0.02380136,0.01345034,0.002845486,0.008384108,0.06797112],"category_scores_gemma":[0.01718521,0.001016551,0.001208104,0.002518675,0.005482825,0.007372743,0.007833944,0.008261126,0.009746698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1142931,"about_ca_system_score_gemma":0.3382761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9639258,"about_ca_topic_score_gemma":0.9860795,"domain_scores_codex":[0.9850979,0.001312031,0.0003084627,0.0008592728,0.004822399,0.007599935],"domain_scores_gemma":[0.9532127,0.001252819,0.0006664369,0.001840233,0.01701366,0.02601419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001778515,0.0002324619,0.01662053,0.0001824719,0.00007593411,0.0003460399,0.006286038,0.000417805,0.0006997837,0.0571659,0.8377038,0.08009137],"study_design_scores_gemma":[0.00004879611,0.00006243457,0.01368933,0.0001601248,0.0000274751,0.00004976441,0.009496121,0.0001689832,0.000204859,0.004184135,0.9718577,0.00005022465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03517744,0.001855687,0.004386901,0.7640203,0.01461332,0.0004885067,0.001857247,0.0008542917,0.1767463],"genre_scores_gemma":[0.2460679,0.001659172,0.01629982,0.1105422,0.001682592,0.0004382616,0.002133822,0.0008313459,0.6203448],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1142931,"threshold_uncertainty_score":0.8292581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06857601932090224,"score_gpt":0.4529214924293463,"score_spread":0.384345473108444,"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."}}