{"id":"W4411502947","doi":"10.5840/dap2022-20233114","title":"Canadian Journals","year":2023,"lang":"en","type":"article","venue":"Directory of American Philosophers","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Political science","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":[0.0002149761,0.00008098322,0.000150769,0.00009636017,0.0001369323,0.000008805673,0.0002223036,0.00001145125,0.002169014],"category_scores_gemma":[0.00005151613,0.00007290785,0.00005730408,0.00118607,0.0006870899,0.00009745196,0.00005734095,0.0000517326,0.001186951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385193,"about_ca_system_score_gemma":0.00002739885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.090087,"about_ca_topic_score_gemma":0.02293232,"domain_scores_codex":[0.9990743,0.00002521216,0.0001309167,0.0001748531,0.0002832924,0.0003114675],"domain_scores_gemma":[0.9995309,0.00003808426,0.00008129574,0.0001483701,0.000007745814,0.000193609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000794701,0.00002211645,0.8797411,0.000004276927,0.00003401087,0.00002974678,0.001392128,0.0006205198,0.01166006,0.00008545406,0.06864467,0.03775793],"study_design_scores_gemma":[0.0000910593,0.00007209934,0.962249,0.00001301452,0.00001113163,0.000002271627,0.002084727,0.00008123468,0.0008052466,0.002196097,0.0321709,0.0002232321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8283201,0.00004562017,4.514299e-7,0.00297943,0.000120689,0.0000464333,0.000009271782,0.00005049722,0.1684275],"genre_scores_gemma":[0.9987825,0.0001465706,0.00006781071,0.0005268092,0.00003446448,0.000004783899,0.000001263018,0.00000831121,0.0004274838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704624,"threshold_uncertainty_score":0.9995908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381720071196011,"score_gpt":0.3037316495697706,"score_spread":0.2699144488578105,"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."}}