{"id":"W4255483203","doi":"10.1080/00431671003622443","title":"Weatherwatch","year":2010,"lang":"en","type":"article","venue":"Weatherwise","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Environmental science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003364047,0.0001866021,0.0001567014,0.00008537577,0.00009364451,0.00005150589,0.0003659651,0.0001214649,0.01071217],"category_scores_gemma":[0.00008121794,0.0001611675,0.0001040861,0.0002553602,0.0001227251,0.0001464445,0.00005484636,0.0004029948,0.05486203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002219748,"about_ca_system_score_gemma":0.00004412295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007778126,"about_ca_topic_score_gemma":0.0001972171,"domain_scores_codex":[0.9988311,0.00003349432,0.0001668945,0.0003073127,0.00026456,0.0003966518],"domain_scores_gemma":[0.998907,0.00004445406,0.00005679105,0.0007502543,0.00006104466,0.0001804809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003261771,0.0001866594,0.006833734,0.000003912142,0.00002432911,0.00002527167,0.0007066325,0.000002550815,0.9530562,0.01137143,0.01402806,0.01372857],"study_design_scores_gemma":[0.0009288769,0.00004959933,0.01152775,0.000008313208,0.00002914703,0.00006530664,0.0001025178,0.0002687761,0.04615724,0.004133147,0.9362774,0.0004519267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083621,0.00003457032,0.00008859543,0.0002990449,0.0004768494,0.0001781764,0.00002397089,0.0006098551,0.1899268],"genre_scores_gemma":[0.9792455,0.000002001778,0.002424777,0.0001606715,0.0003850303,0.00003200991,0.000006011617,0.0001382762,0.01760572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9222493,"threshold_uncertainty_score":0.9901922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005019293076570175,"score_gpt":0.2373466098590425,"score_spread":0.2323273167824723,"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."}}