{"id":"W6931458523","doi":"10.5281/zenodo.5295707","title":"aligharouni/commentsFBD: First release","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Action (physics); Component (thermodynamics); Feature (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005906859,0.0009083248,0.0006951215,0.002272431,0.004847668,0.008633809,0.002016464,0.008308558,0.4696178],"category_scores_gemma":[0.0601855,0.0005432048,0.0008471605,0.001693596,0.001532457,0.003500937,0.003596427,0.008781528,0.2852743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006078669,"about_ca_system_score_gemma":0.007048948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02342409,"about_ca_topic_score_gemma":0.04150763,"domain_scores_codex":[0.9946603,0.0007430364,0.0002439523,0.0004658763,0.003224745,0.0006621361],"domain_scores_gemma":[0.9677935,0.008574926,0.001174922,0.002206263,0.01758909,0.002661415],"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":[0.00001647242,0.000001628101,0.00001353492,0.00002890997,8.868352e-7,0.00001524508,0.00003177729,0.000003349812,0.00001899156,0.0006476371,0.997815,0.001406515],"study_design_scores_gemma":[0.00001192035,0.000002840378,0.0001133746,0.00008134778,0.000001821026,0.00001385536,0.00006977887,0.00001213382,0.00006197903,0.0005241542,0.9991008,0.000005983563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005884442,0.002007547,0.00130816,0.3952534,0.1731348,0.000385672,0.02342218,0.003330608,0.4005692],"genre_scores_gemma":[0.005398018,0.001129215,0.0008191535,0.125247,0.02337234,0.0003309581,0.006953232,0.004322458,0.8324276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4696178,"threshold_uncertainty_score":0.7565259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113677106601149,"score_gpt":0.2348572388276526,"score_spread":0.2037204677616411,"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."}}