{"id":"W7035687585","doi":"","title":"ACW Baseline Report: Manufacturing - Forestry","year":2022,"lang":"en","type":"report","venue":"York University Digital Library (York University)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reforestation; Greenhouse gas; Incentive; Renewable energy; Baseline (sea); Variety (cybernetics); Carbon credit; Energy policy; Carbon neutrality; Fact sheet","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001340696,0.0005096771,0.0004865138,0.001191032,0.0005734779,0.000580926,0.003062859,0.000311339,0.0004321135],"category_scores_gemma":[0.00004734425,0.0006881944,0.000446657,0.001358493,0.0000926267,0.003834468,0.00296401,0.0009040664,0.00006330118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00080304,"about_ca_system_score_gemma":0.002599694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008029561,"about_ca_topic_score_gemma":0.000005098641,"domain_scores_codex":[0.9969757,0.00006139041,0.0003086934,0.001080123,0.000982679,0.0005914228],"domain_scores_gemma":[0.9976083,0.0002428984,0.000418551,0.001197311,0.00008148613,0.0004514664],"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":[0.0001267113,0.0007498674,0.007147382,0.0007116275,0.001099996,0.04792552,0.0004681587,0.03562178,0.000003593097,0.0978409,0.7888185,0.01948598],"study_design_scores_gemma":[0.000226072,0.00004468171,0.000505159,0.00009960132,0.00005739948,0.0003051987,0.0005768191,0.0005349611,0.00001842222,0.000220563,0.9966855,0.0007255954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001998135,0.0003210122,0.04369325,0.0009892696,0.003248306,0.0003930875,0.001105938,0.001642251,0.9466087],"genre_scores_gemma":[0.07058349,0.000831241,0.01691732,0.0001359071,0.0009038377,5.126038e-7,0.005485505,0.0001642346,0.904978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.207867,"threshold_uncertainty_score":0.9995569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879656961989714,"score_gpt":0.1813694560542744,"score_spread":0.1625728864343773,"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."}}