{"id":"W3089550130","doi":"10.4103/cjrm.cjrm_59_20","title":"Reflections on Summer 2020","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Climatology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01458552,0.002372499,0.0018284,0.001663721,0.01063018,0.01319493,0.003959437,0.06431212,0.07733326],"category_scores_gemma":[0.03259409,0.00110383,0.002849129,0.001559676,0.00685804,0.009058739,0.01213943,0.05141516,0.03056513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074841,"about_ca_system_score_gemma":0.03645933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05881144,"about_ca_topic_score_gemma":0.158676,"domain_scores_codex":[0.9868984,0.002334202,0.0004627758,0.001080311,0.004783975,0.004440221],"domain_scores_gemma":[0.9733483,0.003294772,0.0006284447,0.0005418208,0.005329847,0.01685684],"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":[0.00002356985,0.00002654646,0.00004441458,0.00003453944,0.000002918528,0.00005485263,0.00008364275,0.000009859787,0.00002314626,0.001652103,0.9960704,0.001974113],"study_design_scores_gemma":[0.00003641074,0.0000303885,0.0005036662,0.0001801714,0.000005826408,0.00004327298,0.0008858682,0.00001703331,0.00002813229,0.001759003,0.9964883,0.00002205456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002296087,0.00624319,0.00008236289,0.7598727,0.2209146,0.00003145561,0.0002465041,0.00004914038,0.01233041],"genre_scores_gemma":[0.003019946,0.002818452,0.0002472354,0.834357,0.04035481,0.0001118776,0.0002038514,0.00009227811,0.1187946],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07733326,"threshold_uncertainty_score":0.2587056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06937862873738176,"score_gpt":0.3377946567541847,"score_spread":0.2684160280168029,"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."}}