{"id":"W6911552166","doi":"10.5281/zenodo.12173926","title":"ACTRIS PPP D5.1: Documentation on technical concepts and requirements for ACTRIS Observational Platforms","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Documentation; Observational study; Key (lock); Technical documentation; Component (thermodynamics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003004309,0.0001262066,0.0001157503,0.0001848463,0.000720538,0.000224832,0.0003383509,0.0001096746,0.002092542],"category_scores_gemma":[0.0003003934,0.0001295774,0.00002787395,0.000288508,0.00015485,0.0002990634,0.0001699531,0.0001565478,0.001015707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570122,"about_ca_system_score_gemma":0.000002155107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002036244,"about_ca_topic_score_gemma":3.586286e-7,"domain_scores_codex":[0.9990328,0.00002216392,0.0001941718,0.0002565967,0.0002155941,0.0002786504],"domain_scores_gemma":[0.9993858,0.00003610621,0.00004670762,0.0002282775,0.0002149959,0.0000881372],"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":[0.000381787,0.0001554766,0.00005567426,0.0001347212,0.0001563959,0.000006938201,0.0009128076,0.00008394181,0.2039001,0.05527126,0.4770727,0.2618682],"study_design_scores_gemma":[0.00136032,0.0008903343,0.001799413,0.00003404015,0.00001709759,0.00003740097,0.0001420053,0.00360443,0.02105101,0.002281506,0.9685333,0.0002491243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7139993,0.0001849209,0.1644382,0.002535827,0.0007309506,0.003508171,0.0004785811,0.008209225,0.1059147],"genre_scores_gemma":[0.9964169,0.00007220777,0.001718146,0.0001501998,0.0001520294,4.216342e-7,0.0006408152,0.0005643712,0.0002848627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4914606,"threshold_uncertainty_score":0.9997621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07141771678152821,"score_gpt":0.3024766386878322,"score_spread":0.231058921906304,"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."}}