{"id":"W4393541191","doi":"10.5281/zenodo.8357282","title":"Delocalized, Asynchronous, Closed-Loop Discovery of Organic Laser Emitters","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Delocalized electron; Asynchronous communication; Laser; Closed loop; Computer science; Physics; Telecommunications; Optics; Engineering; Quantum mechanics","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":[0.001152719,0.003357735,0.00182994,0.002114238,0.001018122,0.001937415,0.004323122,0.003180217,0.01987597],"category_scores_gemma":[0.003819823,0.0006420363,0.00214239,0.00368603,0.0006321637,0.001120486,0.001303254,0.00206349,0.01998807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367768,"about_ca_system_score_gemma":0.002517719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314954,"about_ca_topic_score_gemma":0.02885268,"domain_scores_codex":[0.9989076,0.0001411972,0.00008352235,0.0003878857,0.0003550592,0.0001248393],"domain_scores_gemma":[0.9985834,0.000574488,0.0001512082,0.0003408094,0.0002685745,0.00008155221],"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":[0.0007536967,0.0003992417,0.003313473,0.008306676,0.0003799481,0.0002076415,0.00003925422,0.01667405,0.004432974,0.002677229,0.9452788,0.0175372],"study_design_scores_gemma":[0.001655851,0.0003551503,0.008985681,0.000740207,0.00037651,0.0002766407,0.00009360985,0.02237699,0.01577915,0.008407494,0.9408045,0.0001482274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002427928,0.0006167691,0.0006570107,0.0001198498,0.00004167674,0.00006835698,0.9927946,0.001440746,0.001833184],"genre_scores_gemma":[0.00225167,0.0001727195,0.001537926,0.00006603392,0.000005793585,0.000173344,0.9951552,0.00006356831,0.0005736895],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01987597,"threshold_uncertainty_score":0.06649178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481081990091494,"score_gpt":0.2317506302931092,"score_spread":0.2169398103921943,"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."}}