{"id":"W3209906254","doi":"","title":"The Deliberate Corruption of Climate Science by Tim Ball","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skepticism; Surprise; Politics; Political science; Atmospheric research; Law; History; Environmental ethics; Sociology; Meteorology; Geography; Philosophy; Theology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008237792,0.0007810214,0.0007714895,0.00124243,0.009663342,0.01219747,0.001232405,0.006376083,0.006181877],"category_scores_gemma":[0.0241568,0.0007166806,0.0004792271,0.001377073,0.01127228,0.009673121,0.004554875,0.01498916,0.004982735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007152717,"about_ca_system_score_gemma":0.008635074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597932,"about_ca_topic_score_gemma":0.01986471,"domain_scores_codex":[0.9890476,0.005437762,0.0002829236,0.001063633,0.003036469,0.001131611],"domain_scores_gemma":[0.9899527,0.004715797,0.0007804966,0.000420008,0.002234886,0.00189598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001742377,0.00000825098,0.00006340588,0.00005277025,0.000004308746,0.00006064413,0.002796868,0.0000472551,0.00003134188,0.02711233,0.9636872,0.006118147],"study_design_scores_gemma":[0.00000469016,0.000008549944,0.0001134723,0.0002203386,0.000002495354,0.00009731976,0.001330402,0.00005311467,0.00005856578,0.009758251,0.9883369,0.00001597964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00113989,0.05527021,0.0006863348,0.8699538,0.02895739,0.00001622798,0.00005347752,0.00007004688,0.04385272],"genre_scores_gemma":[0.0814662,0.06694174,0.001945468,0.6468042,0.0424438,0.0001482916,0.0001422828,0.000571068,0.1595369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9936239,"threshold_uncertainty_score":0.05189687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6314696181041342,"score_gpt":0.6519067304213466,"score_spread":0.02043711231721246,"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."}}