{"id":"W6887733781","doi":"10.17605/osf.io/xkpc7","title":"Heating Degree Days Canada 1951-1980, 1981-2010","year":2023,"lang":"en","type":"dataset","venue":"OSF Preprints (OSF Preprints)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006012425,0.001034545,0.00126901,0.0004014648,0.0007243516,0.0003227252,0.004380323,0.001220374,0.2492418],"category_scores_gemma":[0.01700987,0.001162004,0.000462739,0.0009928489,0.0003841506,0.0002478946,0.006055717,0.002788506,0.7549074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002660579,"about_ca_system_score_gemma":0.004465632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9700112,"about_ca_topic_score_gemma":0.9437017,"domain_scores_codex":[0.9886468,0.001645003,0.001404249,0.004374551,0.001954482,0.001974908],"domain_scores_gemma":[0.9863021,0.001736554,0.0004596885,0.01002299,0.0006118034,0.0008668565],"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":[0.0001453391,0.0002250244,0.000395671,0.0006980101,0.0004334623,0.0006622224,0.00008275109,0.01165171,0.00002759206,0.001474876,0.9733117,0.0108916],"study_design_scores_gemma":[0.0005324573,0.00000211038,0.001407818,0.0001748252,0.0001106695,0.00004584089,0.0002419287,0.0003372034,0.0001903619,0.004192648,0.9917696,0.0009945907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002026683,0.00000657541,0.00002475651,0.0008575232,0.002619548,0.001391584,0.6518336,0.0004634083,0.3407763],"genre_scores_gemma":[0.0006947094,0.0002240812,0.0001410431,0.0003845918,0.0004610195,0.0006347238,0.5807022,0.0001635522,0.4165941],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5056656,"threshold_uncertainty_score":0.9995121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415380663294174,"score_gpt":0.2744317871291854,"score_spread":0.2502779804962436,"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."}}