{"id":"W6949667455","doi":"10.5281/zenodo.1345201","title":"Carboncure Technologies","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Structural mechanics and materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology development; Emerging technologies; Field (mathematics); Work (physics); Technology assessment","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003940074,0.00009940577,0.0001109269,0.0000993975,0.001391016,0.0006155621,0.0008110456,0.00006610143,0.02012847],"category_scores_gemma":[0.0004551609,0.00008806663,0.00002297069,0.0002393834,0.0002130621,0.000150913,0.001053177,0.00007889522,0.01171891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005219239,"about_ca_system_score_gemma":0.00000169284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001113219,"about_ca_topic_score_gemma":1.748567e-7,"domain_scores_codex":[0.9989274,0.0001011623,0.0001577972,0.0003066597,0.0002105066,0.0002965474],"domain_scores_gemma":[0.9991825,0.000007884451,0.00007220686,0.0003264064,0.000354186,0.00005687031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002213383,0.00001185519,1.696215e-7,0.00001423191,0.00000436404,0.00000356634,0.0002089172,3.881453e-7,0.9136046,0.01531017,0.03481071,0.03600889],"study_design_scores_gemma":[0.0001428844,0.0001828698,0.00003156797,0.00001167575,0.000004451268,0.0000575759,0.0002122831,0.00003686234,0.3525915,0.002473566,0.6441467,0.000108033],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128438,0.00009169614,0.002117935,0.001224881,0.001016384,0.0004559877,0.0002567828,0.00436467,0.07762788],"genre_scores_gemma":[0.9983453,0.00001898131,0.0006117297,0.00006622805,0.0001894583,2.309248e-8,0.00009091597,0.0004598412,0.0002175052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.609336,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134019475572857,"score_gpt":0.2482571943638963,"score_spread":0.2169169996081678,"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."}}