{"id":"W2068401529","doi":"10.1103/physreve.88.062803","title":"Laser-filament-induced snow formation in a subsaturated zone in a cloud chamber: Experimental and theoretical study","year":2013,"lang":"en","type":"article","venue":"Physical Review E","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Cloud chamber; Snow; Protein filament; Cloud computing; Meteorology; Atmospheric sciences; Physics; Climatology; Mechanics; Geology; Materials science; Computer science; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001332505,0.0001136494,0.000286379,0.000007721635,0.00003175005,0.00002577829,0.00006895168,0.00003490498,0.0003475647],"category_scores_gemma":[0.00002935933,0.00004268828,0.00003715194,0.0002315014,0.00004821717,0.0001317884,0.00007145646,0.0001285025,0.00007273674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930357,"about_ca_system_score_gemma":0.000002453706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003313953,"about_ca_topic_score_gemma":0.0004995159,"domain_scores_codex":[0.9991379,0.0001625367,0.0002133125,0.0002017057,0.00007367638,0.0002108194],"domain_scores_gemma":[0.9997553,0.00008140311,0.00004686135,0.00003789856,0.00001844327,0.00006010704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002418682,0.002166386,0.0007761677,0.00005839744,0.000006819711,0.00001401656,0.0005167334,1.159268e-7,0.8949218,0.003240845,0.0003481623,0.09792636],"study_design_scores_gemma":[0.006820183,0.01038395,0.7836373,0.003659333,0.000122759,0.0001200789,0.008418009,0.00491337,0.1687396,0.005259202,0.005402311,0.002523854],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967884,0.0007300675,1.435207e-7,0.00125743,0.00003019144,0.001031533,0.000002151369,0.00001294593,0.0001471787],"genre_scores_gemma":[0.9987395,0.0004056017,0.000003310073,0.0006303473,0.00006338049,0.0001348473,0.00001445682,7.890908e-7,0.000007739343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7828611,"threshold_uncertainty_score":0.3805589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614257929735965,"score_gpt":0.2647295110312892,"score_spread":0.2485869317339295,"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."}}