{"id":"W4206227266","doi":"10.5558/tfc76699-5","title":"PERSPECTIVE","year":2000,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Computer science","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":[0.001098652,0.0004540588,0.0003055423,0.0005405492,0.003521579,0.005357428,0.0008537784,0.007382167,0.1369663],"category_scores_gemma":[0.00301717,0.0001287096,0.0003812608,0.0004942872,0.002422358,0.003178603,0.001974253,0.006080444,0.03279034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455273,"about_ca_system_score_gemma":0.005235262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009674286,"about_ca_topic_score_gemma":0.02993392,"domain_scores_codex":[0.9990471,0.0001444166,0.00001797994,0.0002009409,0.000346805,0.0002427588],"domain_scores_gemma":[0.9990494,0.0001638658,0.00004112503,0.00007853145,0.000335846,0.0003313109],"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":[0.00002279438,0.00003331684,0.0002310478,0.0000654581,0.000004006931,0.000108648,0.0002176415,0.00003648929,0.0001695542,0.1535695,0.8045445,0.04099712],"study_design_scores_gemma":[0.000003047566,0.00000532212,0.0001434586,0.00007336296,0.000001501774,0.00004510551,0.0002233998,0.000007224772,0.00003857074,0.01158591,0.9878708,0.000002353827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001215578,0.01465437,0.0007113419,0.2433922,0.02272973,0.00001733924,0.0002012468,0.00005557453,0.7170226],"genre_scores_gemma":[0.03137743,0.01381721,0.0005842402,0.1982459,0.01012733,0.000035074,0.0001793789,0.00004623133,0.7455872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8630337,"threshold_uncertainty_score":0.4581979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303474467623107,"score_gpt":0.2675643343894996,"score_spread":0.2545295897132685,"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."}}