{"id":"W3111948375","doi":"10.1145/3432291.3432311","title":"Review on Machine learning and its application in Atmospheric science and Human Behavior Recognition","year":2020,"lang":"en","type":"article","venue":"","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Machine learning; Artificial intelligence; Computer science; Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180279,0.0008764805,0.001066304,0.00280769,0.0003909999,0.001218237,0.001096688,0.0009798706,0.0046154],"category_scores_gemma":[0.002849643,0.0003276942,0.0006705205,0.005531032,0.0005597696,0.002299338,0.0005179758,0.001418301,0.002831171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006452278,"about_ca_system_score_gemma":0.001363195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452622,"about_ca_topic_score_gemma":0.00171761,"domain_scores_codex":[0.9993355,0.0001327171,0.00009276585,0.0001158555,0.0002828968,0.0000402137],"domain_scores_gemma":[0.9978619,0.001313411,0.0001217369,0.00007704232,0.0005621948,0.00006376711],"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":[0.00005326359,0.0000778973,0.000758908,0.009649082,0.0001434248,0.0001399584,0.00007918531,0.001986104,0.001419821,0.0130144,0.09139943,0.8812784],"study_design_scores_gemma":[0.000008757288,0.00009727295,0.001966485,0.002569852,0.0001170198,0.0006081378,0.00006734303,0.001768389,0.0006920153,0.01143985,0.9806226,0.00004218506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004724649,0.9842607,0.007271459,0.001578311,0.001824156,0.00001694017,0.00009212948,0.00005744854,0.004426459],"genre_scores_gemma":[0.003497957,0.9864838,0.004566364,0.0007200424,0.002412526,0.00001972508,0.0001718233,0.00001903822,0.002108717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0046154,"threshold_uncertainty_score":0.01544005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163876775348806,"score_gpt":0.2977566507878859,"score_spread":0.2661178830343979,"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."}}