{"id":"W6893964920","doi":"10.5281/zenodo.7874592","title":"D5.3 Evaluation Criteria","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Automotive Partnership Council","funders":"Horizon 2020 Framework Programme","keywords":"Usability; Product (mathematics); Value (mathematics); Cover (algebra); Business model; Business case","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05814864,0.002285802,0.001667539,0.0110687,0.002633848,0.014206,0.002865104,0.002900299,0.02675401],"category_scores_gemma":[0.1279688,0.0006818365,0.002966704,0.006166408,0.001868269,0.004109194,0.005261963,0.001783128,0.01321392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01158682,"about_ca_system_score_gemma":0.0157901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008395263,"about_ca_topic_score_gemma":0.00728116,"domain_scores_codex":[0.8780792,0.04740757,0.02226796,0.004096615,0.04357497,0.004573749],"domain_scores_gemma":[0.8400937,0.03572891,0.007024233,0.006549223,0.1057141,0.004889857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002845358,0.001718418,0.02835694,0.01189532,0.0005745976,0.0009458026,0.005878645,0.01564407,0.0176705,0.151669,0.1095022,0.6532992],"study_design_scores_gemma":[0.000609219,0.001948237,0.03544491,0.008355211,0.0005375767,0.001044509,0.008291088,0.0290003,0.03412892,0.03779706,0.842335,0.0005080319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0661561,0.002977297,0.235924,0.004747299,0.0007033112,0.04200618,0.02088468,0.002786336,0.6238149],"genre_scores_gemma":[0.3362763,0.001623708,0.5085569,0.001656164,0.0002304285,0.04767027,0.02696771,0.001243588,0.07577506],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05814864,"threshold_uncertainty_score":0.3075231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519535932242792,"score_gpt":0.2547346526768022,"score_spread":0.2195392933543743,"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."}}