{"id":"W7042638643","doi":"","title":"Raakamaidon tuotannon hiilijalanjälki – mallinnus ja vaikutusten arviointi","year":2018,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Power (physics); Context (archaeology)","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001332527,0.003550151,0.003355226,0.006744392,0.001193377,0.0004889567,0.005451466,0.003748964,0.1074034],"category_scores_gemma":[0.0003121555,0.004426839,0.001800666,0.006438203,0.002392827,0.00130639,0.002529988,0.00248857,0.4045854],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00411446,"about_ca_system_score_gemma":0.001683335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925091,"about_ca_topic_score_gemma":0.003295746,"domain_scores_codex":[0.9853314,0.001843169,0.001541495,0.004757559,0.002359478,0.004166862],"domain_scores_gemma":[0.9883789,0.000475879,0.002888993,0.004772757,0.001393091,0.002090383],"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":[0.003448991,0.002246983,0.006089078,0.001688765,0.005215968,0.01096011,0.001363439,0.00007027222,0.00382762,0.02878593,0.9266515,0.009651382],"study_design_scores_gemma":[0.005834986,0.001161799,0.001160054,0.002067224,0.002482807,0.0002140529,0.001387559,0.0004537553,0.0003761567,0.000147212,0.9803619,0.004352462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01144972,0.001124728,0.0003561055,0.0004059765,0.00437919,0.002855891,0.001825081,0.00203017,0.9755731],"genre_scores_gemma":[0.007369382,0.001758697,0.002512513,0.0003424062,0.004240072,0.000005727468,0.001005654,0.003506792,0.9792588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2971821,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308341371491024,"score_gpt":0.2002618198226806,"score_spread":0.1871784061077704,"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."}}