{"id":"W7016221437","doi":"","title":"Welcome & forewords","year":2011,"lang":"en","type":"other","venue":"International Linear Collider","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001822823,0.0004579189,0.0003884501,0.0007880885,0.00003420436,0.00006359689,0.0009805805,0.0004643238,0.1719625],"category_scores_gemma":[0.0001768802,0.000448633,0.0002499289,0.0002208312,0.0001232395,0.00008375636,0.0002340337,0.0003974393,0.1810392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242997,"about_ca_system_score_gemma":0.0001237162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008709253,"about_ca_topic_score_gemma":0.002040085,"domain_scores_codex":[0.9977775,0.00004993731,0.0004101875,0.0005662436,0.0008494692,0.0003466131],"domain_scores_gemma":[0.9985753,0.00004977164,0.0004253966,0.0006223434,0.0001858401,0.0001413675],"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":[0.00004693437,0.0001147999,0.001033311,0.00001495133,0.0004997976,0.00002802214,0.00004581311,0.000006697555,0.0000196708,0.006087129,0.9919664,0.000136495],"study_design_scores_gemma":[0.0005195105,0.00001449829,0.0002521659,0.000178898,0.00004267953,0.00002944433,0.000003269608,0.00009432962,0.00002574247,0.0006671748,0.997702,0.0004702967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002312544,0.0002543325,0.0007533309,0.0001742098,0.005480388,0.0003971779,0.001787566,0.0007860916,0.9903437],"genre_scores_gemma":[0.0002903538,0.00004445819,0.01778031,0.0003051433,0.004207193,0.00008412095,0.001091862,0.002100016,0.9740965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01702698,"threshold_uncertainty_score":0.9997966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0435923592320267,"score_gpt":0.3100668017850013,"score_spread":0.2664744425529746,"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."}}