{"id":"W6961361639","doi":"10.14288/1.0169853","title":"The University of British Columbia Calendar","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Period (music); Agency (philosophy)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001253117,0.0006317162,0.0007380957,0.005081237,0.005243068,0.007797234,0.001465717,0.001549821,0.3175729],"category_scores_gemma":[0.006473072,0.0005347769,0.0003187712,0.008699422,0.0007428058,0.001541373,0.001822809,0.002152033,0.1089299],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01390664,"about_ca_system_score_gemma":0.03402388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.717994,"about_ca_topic_score_gemma":0.8578238,"domain_scores_codex":[0.9985034,0.00009751655,0.00008100003,0.0001634176,0.0008306396,0.0003240882],"domain_scores_gemma":[0.9924177,0.0002865347,0.0002427629,0.0005600924,0.004195081,0.002297794],"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":[0.00003081594,0.00001161908,0.0004387634,0.00006173515,0.000002060701,0.00002634003,0.00004656415,0.00004320202,0.00006381388,0.002737444,0.9743959,0.02214182],"study_design_scores_gemma":[0.000002970102,0.00000230702,0.002768185,0.00003603377,0.000001101439,0.00000910319,0.00008341246,0.0000259698,0.00002875444,0.0001912452,0.9968449,0.000006044782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004014762,0.006659839,0.0007262957,0.01443434,0.0152322,0.0003022631,0.07895178,0.001164286,0.8785143],"genre_scores_gemma":[0.005027713,0.001524926,0.0003443709,0.0004673543,0.0003142259,0.00005412475,0.008279306,0.0001675061,0.9838206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9860933,"threshold_uncertainty_score":0.9733995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104135915236245,"score_gpt":0.166658141147432,"score_spread":0.1562445496238075,"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."}}