{"id":"W7033670094","doi":"","title":"Requirements for Vancouver Workshop","year":2007,"lang":"en","type":"other","venue":"International Linear Collider","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001781881,0.0001708424,0.0001551316,0.0001299423,0.00004038804,0.00001976485,0.0002646044,0.0002087252,0.06109874],"category_scores_gemma":[0.00009348532,0.0001612599,0.00007411865,0.00009884606,0.00004679209,0.00005783639,0.0001141437,0.0001036023,0.002064286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874467,"about_ca_system_score_gemma":0.00001338198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001992198,"about_ca_topic_score_gemma":0.003405896,"domain_scores_codex":[0.998769,0.000007060837,0.0002248743,0.000288122,0.0004162024,0.0002946861],"domain_scores_gemma":[0.9994466,0.00006995693,0.0001747911,0.0001737679,0.00001443803,0.0001203965],"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":[0.00003029098,0.00004421199,0.0009361554,0.00001498931,0.00002359946,0.000006469271,0.0000362289,0.00001851191,0.00001059828,0.00004182059,0.9967422,0.002094941],"study_design_scores_gemma":[0.0004139678,0.00002121699,0.0001383136,0.0001160313,0.00001122102,0.000001200228,0.00001580263,0.00038951,0.00002349753,0.0001427885,0.9985588,0.0001676353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005044892,0.0000703101,0.001879675,0.0006452459,0.003704491,0.00061016,0.0002490339,0.00008722188,0.9927034],"genre_scores_gemma":[0.00013783,0.0001036816,0.008309956,0.002638154,0.001409785,0.00005317829,0.0001696195,0.0002229843,0.9869548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05903446,"threshold_uncertainty_score":0.9987127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08445270216361696,"score_gpt":0.3829466190892072,"score_spread":0.2984939169255903,"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."}}