{"id":"W4405713407","doi":"10.29173/hsi460","title":"Spotlight on careers with Dr. Budong Qian: Canada will meet climate change with warm season crops","year":2022,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Political science; Environmental science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004230903,0.0009126381,0.0008887533,0.001106682,0.01147255,0.005079408,0.001782692,0.00880337,0.1543695],"category_scores_gemma":[0.008456815,0.0005733556,0.0009198508,0.001112006,0.003083809,0.002113638,0.004149066,0.01421976,0.03818024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01516949,"about_ca_system_score_gemma":0.07676656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5489231,"about_ca_topic_score_gemma":0.8188057,"domain_scores_codex":[0.9966145,0.0003410371,0.00007080235,0.0002999998,0.001356977,0.001316686],"domain_scores_gemma":[0.9619396,0.000898556,0.0003745959,0.000252672,0.009847897,0.02668661],"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":[0.00002024924,0.00002075941,0.0004632777,0.00002543935,0.000002305369,0.00005947078,0.00008123686,0.00001329299,0.0001157921,0.0003273655,0.9929221,0.005948746],"study_design_scores_gemma":[0.00002452206,0.00003658403,0.002705316,0.0001148375,0.000004534697,0.0001007103,0.001299433,0.00004904246,0.00008166531,0.000553081,0.9950027,0.00002759675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00100058,0.004721748,0.0003907365,0.8943636,0.05425474,0.000155566,0.0005296943,0.0002188984,0.04436455],"genre_scores_gemma":[0.0120417,0.008095933,0.001488046,0.4588329,0.01247599,0.0001727776,0.0005521923,0.0002445959,0.5060958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4510769,"threshold_uncertainty_score":0.9074667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07047746802967153,"score_gpt":0.282860351041628,"score_spread":0.2123828830119565,"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."}}