{"id":"W6948483423","doi":"10.5281/zenodo.10211234","title":"Cleansky2 STRONrCRAFT/IMACS/ICASSIO/PROTeCTED/UBBICK projects overview","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Crew; Icing; Aviation; Work (physics); Project management; Liquid oxygen","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":[0.001491084,0.001682175,0.0004875752,0.001968767,0.001221727,0.003109693,0.001211743,0.001234206,0.2211333],"category_scores_gemma":[0.0009537698,0.0004657746,0.000535202,0.001826133,0.0004374614,0.001871538,0.002675896,0.001360507,0.1643644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757316,"about_ca_system_score_gemma":0.002379487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643281,"about_ca_topic_score_gemma":0.01492435,"domain_scores_codex":[0.9990019,0.00009624922,0.00002133108,0.0001512404,0.0005469462,0.0001822866],"domain_scores_gemma":[0.9991217,0.00004527085,0.00003551554,0.000171396,0.000349158,0.0002769193],"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":[0.000376012,0.0001521991,0.0006038063,0.0005143675,0.00001501245,0.0002200585,0.0001782791,0.002241373,0.007161712,0.01820094,0.7372555,0.2330808],"study_design_scores_gemma":[0.000009826693,0.00002051605,0.0004768282,0.00003539072,0.00000179039,0.00005954171,0.0000315286,0.0006679657,0.001216545,0.0007984604,0.9966742,0.000007476295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003142204,0.002589448,0.02267787,0.001275655,0.001010453,0.0005279651,0.01747787,0.01024723,0.9410512],"genre_scores_gemma":[0.02803127,0.003983988,0.05656077,0.0004813613,0.000459215,0.0006988481,0.06607778,0.01391392,0.8297928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2211333,"threshold_uncertainty_score":0.7397647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07706103280184672,"score_gpt":0.2698866717779148,"score_spread":0.192825638976068,"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."}}