{"id":"W6961103406","doi":"10.1371/journal.pone.0274355.s006","title":"CAMCCO—Quebec, Manitoba, Saskatchewan, and Alberta—calendar years included in this study.","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Work (physics); Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0002959822,0.000619797,0.00046208,0.003925806,0.001433124,0.0009270002,0.001143884,0.0002894974,0.01469826],"category_scores_gemma":[0.001144926,0.0002090933,0.0002951546,0.009281714,0.0002832456,0.0004031023,0.0006502167,0.0005731324,0.001459013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01083549,"about_ca_system_score_gemma":0.01791845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917397,"about_ca_topic_score_gemma":0.9975353,"domain_scores_codex":[0.9997258,0.00002928519,0.00001856689,0.00004101363,0.00006597651,0.0001193073],"domain_scores_gemma":[0.9986835,0.00006040407,0.0001904644,0.00005327713,0.0007735578,0.0002387139],"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":[0.0006613822,0.0001560165,0.4486933,0.0007924114,0.0004290328,0.0003291583,0.00167883,0.001737212,0.001047847,0.004349958,0.4674682,0.07265663],"study_design_scores_gemma":[0.00005442775,0.00002107004,0.8429535,0.000250434,0.00006626823,0.00007754667,0.003635183,0.0005800259,0.0002983113,0.0002523535,0.1517837,0.00002716957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.1576418,0.004178235,0.001221299,0.000739477,0.0003137543,0.0006447081,0.7792739,0.0004275573,0.05555932],"genre_scores_gemma":[0.5755659,0.004206651,0.00406785,0.0006590829,0.00008275053,0.0007587806,0.3463886,0.0001447379,0.06812559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01469826,"threshold_uncertainty_score":0.07861739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957919938814672,"score_gpt":0.1926793648958537,"score_spread":0.1731001655077069,"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."}}