{"id":"W4382363913","doi":"10.1525/aft.2023.50.2.24","title":"Terra Analytica","year":2023,"lang":"en","type":"article","venue":"Afterimage","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography","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":[0.002466549,0.001057938,0.0005476105,0.003469617,0.003201681,0.009607579,0.001482163,0.001465878,0.2237655],"category_scores_gemma":[0.008416729,0.0004791024,0.0007312999,0.004023947,0.002370645,0.004837047,0.00409873,0.002772511,0.08206338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003648364,"about_ca_system_score_gemma":0.003813767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007850776,"about_ca_topic_score_gemma":0.01377402,"domain_scores_codex":[0.9973659,0.0007716418,0.0001459912,0.0005573796,0.0009802745,0.0001787893],"domain_scores_gemma":[0.9972793,0.0008933565,0.0002104498,0.0006013617,0.0007711721,0.0002443888],"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":[0.00006132454,0.00001573568,0.0004632844,0.0004384308,0.00001334153,0.000237268,0.003362263,0.0002187652,0.0003999663,0.2039914,0.6877456,0.1030526],"study_design_scores_gemma":[0.000002321703,0.000001924765,0.0001323026,0.00009480873,0.000001488938,0.00003555581,0.0003271789,0.00003991168,0.00004397685,0.004598146,0.9947191,0.000003243316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00240893,0.008232282,0.01217282,0.02026675,0.003677655,0.0001929585,0.01058371,0.004231556,0.9382333],"genre_scores_gemma":[0.05166176,0.009979309,0.02977668,0.007133437,0.002705721,0.001124966,0.01217525,0.006056868,0.8793861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2237655,"threshold_uncertainty_score":0.7485702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009741715611615435,"score_gpt":0.2235997864674088,"score_spread":0.2138580708557934,"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."}}