{"id":"W7050871143","doi":"","title":"9781351857734.pdf","year":2018,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Climate change; Odds; Global warming; Political economy of climate change; Kyoto Protocol","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001229993,0.0003877472,0.0003163033,0.0001317469,0.0003267409,0.0003889778,0.0005763957,0.0001153363,0.9908118],"category_scores_gemma":[0.00002714257,0.0002955266,0.0001910349,0.0002122057,0.0001737829,0.0001701251,0.0001582862,0.0002722006,0.994084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005147321,"about_ca_system_score_gemma":0.0001473302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564376,"about_ca_topic_score_gemma":0.0001951711,"domain_scores_codex":[0.9985393,0.0000706663,0.000327572,0.0004344897,0.0002817946,0.0003461458],"domain_scores_gemma":[0.9983522,0.0002360561,0.0004112338,0.0007850343,0.0001110702,0.0001043682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008120543,0.0001429631,0.0007325332,0.00001520947,0.0002807236,0.000001913735,0.00002925333,0.000006551095,0.000007048385,0.007956043,0.1620056,0.828814],"study_design_scores_gemma":[0.000312662,0.00003711409,0.0001438205,0.0001158022,0.0001462286,0.000002823338,0.00007772585,0.00005891234,0.0000921174,0.001797562,0.9968473,0.0003679478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005545736,2.476235e-7,0.002239506,0.0003650912,0.001962298,0.0005064555,1.218382e-7,0.000099861,0.9947709],"genre_scores_gemma":[0.002640129,0.00001200274,0.000689581,0.0002017751,0.003189557,0.000152414,0.001026991,0.0003337066,0.9917538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8348417,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061080648478838,"score_gpt":0.2620051359139038,"score_spread":0.2513943294291154,"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."}}