{"id":"W1627710482","doi":"10.1029/2010gl042440","title":"Mystery of ice multiplication in warm‐based precipitating shallow cumulus clouds","year":2010,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Clear ice; Ice crystals; Supercooling; Atmospheric sciences; Geology; Sea ice growth processes; Ice cloud; Ice nucleus; Sea ice; Climatology; Meteorology; Sea ice thickness; Arctic ice pack; Physics; Antarctic sea ice; Optics; Radiative transfer; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003317388,0.0001833026,0.0003737422,0.0002699109,0.0006178342,0.0008894688,0.0006954889,0.0005703334,0.0006416698],"category_scores_gemma":[0.001146651,0.0002864523,0.0002760055,0.0001402397,0.001718753,0.00196173,0.0006182009,0.0005475056,0.00008815493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004577108,"about_ca_system_score_gemma":0.0004212816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002465009,"about_ca_topic_score_gemma":0.001196964,"domain_scores_codex":[0.9998783,0.00002510079,0.000008073845,0.00002715856,0.0000276648,0.00003367508],"domain_scores_gemma":[0.9995968,0.0001615606,0.00009300114,0.00004886693,0.00002852036,0.00007144108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001799291,0.0003606926,0.321615,0.000979474,0.0004690389,0.007805936,0.002173256,0.1647464,0.1834518,0.1980181,0.005552208,0.1130287],"study_design_scores_gemma":[0.0002495697,0.0004835623,0.2407745,0.0001445241,0.0001982458,0.004329125,0.002132918,0.5361619,0.02890076,0.1753444,0.0110357,0.0002448586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882804,0.003052057,0.004141861,0.0009499735,0.00007606615,0.00001288784,0.00005430741,0.00007754216,0.003354892],"genre_scores_gemma":[0.9992716,0.0004048557,0.0002016673,0.00001346125,0.00003331897,0.000002171255,0.000008228342,0.000002254729,0.00006242841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002465009,"threshold_uncertainty_score":0.00490135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520270380418974,"score_gpt":0.3105615262789659,"score_spread":0.2853588224747762,"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."}}