{"id":"W2791407876","doi":"","title":"Detection and Attribution Canadian Temperature Changes to Human Influence","year":2017,"lang":"en","type":"article","venue":"97th American Meteorological Society Annual Meeting","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Attribution; Psychology; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008467897,0.000174123,0.0002126312,0.00001561053,0.00268343,0.0001520304,0.0002872506,0.0001270821,0.00003395599],"category_scores_gemma":[0.0006093456,0.0001519133,0.00006163155,0.0001575894,0.0007145093,0.00020195,0.000298821,0.0003210496,0.00003168263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244706,"about_ca_system_score_gemma":0.000007789584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1189887,"about_ca_topic_score_gemma":0.02695107,"domain_scores_codex":[0.9984983,0.0001026424,0.0001573533,0.000458801,0.0002299079,0.0005530428],"domain_scores_gemma":[0.9990293,0.00006629487,0.0001852504,0.0002500782,0.00002714729,0.0004418954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003745868,0.00004286145,0.5237861,0.00002051011,0.00004178009,0.00001448401,0.005807167,0.001565621,0.2171257,0.00008708017,0.0006796928,0.2507915],"study_design_scores_gemma":[0.0001142065,0.0005015839,0.9846159,0.00002411718,0.00001475156,0.000006379879,0.001962991,0.0001969322,0.002981431,0.0000723609,0.009205634,0.0003037291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99583,0.00001321916,0.00009488603,0.003248634,0.00007199465,0.0001522817,0.00002300951,0.00006924738,0.0004967554],"genre_scores_gemma":[0.9956876,0.00001044009,0.002410763,0.00159515,0.0001896537,0.00002649587,0.000002833956,0.00001023247,0.00006681264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4608297,"threshold_uncertainty_score":0.998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764126181140778,"score_gpt":0.2718746274244371,"score_spread":0.2542333656130293,"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."}}