{"id":"W7034513173","doi":"","title":"TMT Instrument Program - SAC, Dec 2006","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.002296007,0.0006973679,0.0007904457,0.001850647,0.001287816,0.001561415,0.001696017,0.001147135,0.1248234],"category_scores_gemma":[0.003573192,0.0006114198,0.0004225701,0.003331569,0.0003398298,0.001850762,0.0008842984,0.001265251,0.1003031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617374,"about_ca_system_score_gemma":0.003721318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02687822,"about_ca_topic_score_gemma":0.04420339,"domain_scores_codex":[0.9989876,0.0001153408,0.00003740248,0.0001644072,0.000580776,0.0001144879],"domain_scores_gemma":[0.9972457,0.0001904748,0.00009369031,0.0005931833,0.001723795,0.0001532302],"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":[0.0004765068,0.0001058618,0.002053939,0.00009786338,0.00001588348,0.0000113426,0.0000273936,0.0007360211,0.001508668,0.001500615,0.9619119,0.03155393],"study_design_scores_gemma":[0.000413789,0.0001816075,0.02059426,0.0001033731,0.00005885565,0.00006472709,0.00009212884,0.00817515,0.009979223,0.004371502,0.9559206,0.00004475825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.009602336,0.0003234021,0.02051093,0.002058136,0.002559813,0.0006633293,0.7010744,0.01293548,0.2502721],"genre_scores_gemma":[0.02995001,0.0004207462,0.036273,0.0008315571,0.0004057537,0.000743519,0.6503162,0.003835014,0.2772242],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1248234,"threshold_uncertainty_score":0.417576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591862960074508,"score_gpt":0.2352706019684312,"score_spread":0.2193519723676861,"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."}}