{"id":"W4308726587","doi":"10.22621/cfn.v136i2.3083","title":"Full Issue PDF","year":2022,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Environment and Climate Change Canada; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007561835,0.001026601,0.001444545,0.003305948,0.001372773,0.00787132,0.001879881,0.00203588,0.9551318],"category_scores_gemma":[0.006556021,0.000693458,0.000938356,0.003240764,0.0004661606,0.003893964,0.002484099,0.001836273,0.9131793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012005,"about_ca_system_score_gemma":0.001750969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005105536,"about_ca_topic_score_gemma":0.006545157,"domain_scores_codex":[0.9994598,0.00004274854,0.00004160772,0.00008092605,0.0003039142,0.00007105149],"domain_scores_gemma":[0.9957209,0.000518078,0.0001593883,0.0004892343,0.002420959,0.000691363],"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":[0.0000152871,0.00001543268,0.00006028641,0.0001198227,0.00000213304,0.00002582186,0.000008437246,0.00001349664,0.00005743721,0.0002440119,0.976039,0.02339887],"study_design_scores_gemma":[0.00001650366,0.000009319049,0.0004208827,0.0001179829,0.000002591427,0.00005489702,0.00002455654,0.00002294062,0.00008012188,0.0003752165,0.9988681,0.000006937605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004636144,0.001763573,0.001441944,0.006227329,0.01780348,0.0004763559,0.08885736,0.01061728,0.8723491],"genre_scores_gemma":[0.001530982,0.001484701,0.0009250148,0.002031553,0.002419219,0.0001203988,0.0318649,0.002371611,0.9572517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04486823,"threshold_uncertainty_score":0.063999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573930159885902,"score_gpt":0.2085187383101997,"score_spread":0.1927794367113407,"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."}}