{"id":"W7030502267","doi":"","title":"Nuances of pipeline opposition","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opposition (politics); Pipeline (software); Gloom","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":[0.005321029,0.000254761,0.0003883711,0.001776019,0.01909909,0.01244256,0.001802272,0.003643815,0.02734371],"category_scores_gemma":[0.02068602,0.0003940473,0.0004213156,0.002615701,0.02068265,0.00887575,0.01089682,0.005286141,0.001371173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384082,"about_ca_system_score_gemma":0.01183736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07601867,"about_ca_topic_score_gemma":0.1158087,"domain_scores_codex":[0.9917208,0.002952245,0.0001702376,0.0006610976,0.001967413,0.002528215],"domain_scores_gemma":[0.9946133,0.002814528,0.0005225056,0.0004505562,0.0008448586,0.0007540864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000263775,0.00002649635,0.002018868,0.00004419338,0.000008124326,0.0006636987,0.04256207,0.0002124704,0.0001101034,0.9264627,0.01891213,0.008952844],"study_design_scores_gemma":[0.00002936636,0.00002559805,0.005798438,0.0003531162,0.00001700339,0.0006388596,0.14804,0.0008089602,0.0002717252,0.2864859,0.5574847,0.0000463048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0678631,0.0007781733,0.003171163,0.04716381,0.0001651112,0.00004402253,0.0001073042,0.00004288234,0.8806645],"genre_scores_gemma":[0.971048,0.0003774498,0.0003778213,0.002660246,0.00003783419,0.00003966631,0.00003484246,0.00007142448,0.02535271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07601867,"threshold_uncertainty_score":0.1511524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006592182213286893,"score_gpt":0.2033583942843691,"score_spread":0.1967662120710822,"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."}}