{"id":"W4233801624","doi":"10.1007/0-387-30749-4_117","title":"Models, climatic","year":2006,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.002743553,0.00175674,0.001363939,0.002065737,0.001175574,0.007685701,0.002917125,0.002487985,0.08801499],"category_scores_gemma":[0.009281517,0.0007070043,0.001414369,0.004278732,0.001143037,0.006104302,0.002968253,0.002927181,0.03668377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002409087,"about_ca_system_score_gemma":0.004262378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726105,"about_ca_topic_score_gemma":0.009879916,"domain_scores_codex":[0.9972676,0.0007806384,0.0002295158,0.0007857079,0.0007828519,0.00015372],"domain_scores_gemma":[0.9976162,0.0006882809,0.0001704853,0.0006421095,0.0007517152,0.000131253],"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":[0.0001426737,0.0001302028,0.005476817,0.001202446,0.0002276678,0.0002934381,0.0004325871,0.04181994,0.0004770772,0.1616533,0.5153826,0.2727613],"study_design_scores_gemma":[0.0000585931,0.00003186548,0.001820038,0.0003200614,0.00005924004,0.0001803139,0.0002874846,0.03066038,0.0002312179,0.1330427,0.833248,0.00006013277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01331212,0.05577819,0.2753094,0.02945589,0.01132526,0.001107654,0.1237192,0.01359329,0.476399],"genre_scores_gemma":[0.3208986,0.05744249,0.1233024,0.006492454,0.006630073,0.00276161,0.1904083,0.004544886,0.2875192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08801499,"threshold_uncertainty_score":0.2944395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041991140710368,"score_gpt":0.2293399904162081,"score_spread":0.1989200790091044,"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."}}