{"id":"W7097982684","doi":"","title":"INVITED COMMENTARY","year":2014,"lang":"en","type":"article","venue":"","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Agriculture; Population ageing; Population; Cognition; Hazardous waste","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":[0.004919874,0.001022953,0.00127728,0.001140423,0.002927151,0.004324238,0.003976264,0.03795607,0.08568241],"category_scores_gemma":[0.04043186,0.0006985638,0.00198445,0.0007930329,0.002549473,0.004410807,0.002402967,0.02496985,0.03725634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004810323,"about_ca_system_score_gemma":0.007899302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006726171,"about_ca_topic_score_gemma":0.007413789,"domain_scores_codex":[0.9961987,0.0008882239,0.00030163,0.000579369,0.001459323,0.0005727535],"domain_scores_gemma":[0.9816316,0.007457645,0.0007181772,0.0006298624,0.007092036,0.002470761],"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":[0.00001092654,0.00000329802,0.00002146847,0.00006800995,0.000002894429,0.00009901355,0.00001940301,0.00000722951,0.000015805,0.0004278971,0.9969189,0.002405137],"study_design_scores_gemma":[0.00002321963,0.00001055354,0.0001885196,0.0004862677,0.0000102857,0.0003125858,0.0001002451,0.00002028362,0.00005615692,0.001056605,0.997722,0.00001325945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001487668,0.004664736,0.0001103602,0.7415596,0.2407393,0.00005037127,0.0002574133,0.00007087654,0.01239854],"genre_scores_gemma":[0.002073778,0.003587859,0.0001354749,0.828878,0.1340906,0.0000987571,0.0001368681,0.00006458435,0.03093419],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9143176,"threshold_uncertainty_score":0.2866362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009570556065252249,"score_gpt":0.1801183239690535,"score_spread":0.1705477679038012,"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."}}