{"id":"W4402644221","doi":"10.7202/1113557ar","title":"Forest Family","year":2024,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Forestry; Environmental science; Agroforestry; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002666253,0.0003539324,0.0002969763,0.001532768,0.003005739,0.00210464,0.0005992642,0.0003898238,0.3893977],"category_scores_gemma":[0.0007306924,0.0001479784,0.0001757225,0.002009541,0.0004519379,0.001631306,0.001308056,0.0009970374,0.133668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007690811,"about_ca_system_score_gemma":0.001248337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009575661,"about_ca_topic_score_gemma":0.03271258,"domain_scores_codex":[0.9996917,0.00003242896,0.000009241277,0.00007563662,0.00009889036,0.0000919695],"domain_scores_gemma":[0.9996295,0.00002700517,0.00002217541,0.00005458951,0.0001430029,0.0001237831],"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":[0.00005141703,0.00003865388,0.001984479,0.00005363337,0.000005019528,0.0001914285,0.0004660706,0.00006417648,0.0004107179,0.05956578,0.6658938,0.2712747],"study_design_scores_gemma":[0.000001406868,0.00000449948,0.001485081,0.00001354601,8.456886e-7,0.0001095044,0.0001280566,0.00001549984,0.00003390385,0.001095266,0.9971104,0.000002057169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00369281,0.001214476,0.0007287736,0.0006750408,0.0004424314,0.00004257071,0.002750388,0.0003176816,0.990136],"genre_scores_gemma":[0.02466518,0.001001339,0.0006876773,0.0003393166,0.0001310162,0.00004432693,0.002566531,0.0001622479,0.9704023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3893977,"threshold_uncertainty_score":0.87095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104547304863921,"score_gpt":0.1876108314931776,"score_spread":0.1771561010067856,"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."}}