{"id":"W6931433307","doi":"10.5281/zenodo.5807575","title":"Climate Change Impact Assessment: A practical walk-through","year":2021,"lang":"en","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Climate system; Effects of global warming; Global warming","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002704167,0.00197015,0.0009951441,0.003477229,0.001241663,0.005713544,0.00230154,0.002311905,0.145031],"category_scores_gemma":[0.005805999,0.0009233578,0.001371015,0.002515544,0.0009344091,0.005515004,0.003366744,0.003141051,0.09393851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313846,"about_ca_system_score_gemma":0.002181768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435949,"about_ca_topic_score_gemma":0.009452773,"domain_scores_codex":[0.9988152,0.0002331239,0.0000905125,0.000101677,0.0007130286,0.00004651694],"domain_scores_gemma":[0.9974653,0.001240387,0.00006104631,0.0002812014,0.0007870934,0.0001650605],"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":[0.00001592048,0.00004353611,0.0001332322,0.0004696312,0.00001170018,0.0001657695,0.0003433281,0.001249487,0.0007347908,0.0132022,0.7411036,0.2425268],"study_design_scores_gemma":[0.0000086342,0.00001704486,0.0002660775,0.0003633394,0.000004549378,0.0002395126,0.0001791444,0.0005215113,0.0003476006,0.01717472,0.9808558,0.00002197875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002069868,0.019912,0.2511159,0.02643131,0.008823854,0.001741859,0.02120346,0.03232269,0.6363791],"genre_scores_gemma":[0.01143917,0.03375249,0.3663449,0.005599972,0.003501535,0.001379675,0.01507742,0.01058543,0.5523194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.145031,"threshold_uncertainty_score":0.4851772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488340391410856,"score_gpt":0.4059889254148292,"score_spread":0.2571548862737436,"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."}}