{"id":"W2891487900","doi":"10.15406/freij.2017.02.00054","title":"Does a math problem in IPCC report climate change 2007: The physical science basis (AR4) compromise the science?","year":2018,"lang":"en","type":"article","venue":"Forestry Research and Engineering International Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Compromise; Physical science; Basis (linear algebra); Climate change; Climate science; Mathematics; Mathematics education; Sociology; Social science; Geology; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004307842,0.00009648068,0.0001338632,0.0005072285,0.0006106553,0.0007789754,0.0009205339,0.00002945916,0.00005177047],"category_scores_gemma":[0.0003668618,0.00005509773,0.00003822053,0.0004388672,0.001103266,0.0006214819,0.0004112548,0.0004716864,0.00005990831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531639,"about_ca_system_score_gemma":0.00006651573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001830677,"about_ca_topic_score_gemma":0.0000260947,"domain_scores_codex":[0.9985373,0.000007643097,0.0003338518,0.0002766834,0.0002265181,0.0006179883],"domain_scores_gemma":[0.9992465,0.00008952823,0.0001192757,0.0002100047,0.0001933527,0.0001413403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000297481,0.0004800738,0.2404698,0.000103226,0.0001373584,0.0003293296,0.01606889,0.001409747,0.0008462393,0.7325976,0.001107257,0.006153033],"study_design_scores_gemma":[0.001095498,0.0003052258,0.2991134,0.0002410745,0.000003883793,0.001307382,0.0009793285,0.6077654,0.0003585526,0.06628865,0.02211768,0.0004239409],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909658,0.000090669,0.00006651833,0.004773788,0.001043692,0.000167021,0.00004947004,0.00001094078,0.002832079],"genre_scores_gemma":[0.9967344,0.0004718206,0.0003855983,0.00007538277,0.00220661,0.0000408009,0.000001900757,0.00001127833,0.00007219862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6663089,"threshold_uncertainty_score":0.7511678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256539261734594,"score_gpt":0.3445561221920335,"score_spread":0.2189021960185741,"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."}}