{"id":"W4248466682","doi":"10.5194/acp-2021-335-rc1","title":"Comment on acp-2021-335","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Crystallite; Sublimation (psychology); Coalescence (physics); Nucleation; Environmental scanning electron microscope; Materials science; Hexagonal crystal system; Crystallography; Life span; Nanotechnology; Chemical physics; Scanning electron microscope; Mineralogy; Composite material; Chemistry; Metallurgy; Physics; Biology","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":[0.0002128421,0.0002105604,0.0003472421,0.00006582859,0.0001065863,0.00009831134,0.0002334679,0.0001020869,0.3698446],"category_scores_gemma":[0.0001249508,0.0001687874,0.0001547387,0.0002367063,0.00003409134,0.00009181073,0.00001831421,0.0003719538,0.02002522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001514031,"about_ca_system_score_gemma":0.00009604308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517179,"about_ca_topic_score_gemma":0.003298466,"domain_scores_codex":[0.9984373,0.000136948,0.0003416409,0.0003572257,0.0004849122,0.0002419432],"domain_scores_gemma":[0.9988142,0.0003488839,0.0001205995,0.0004485393,0.0001268677,0.0001408589],"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":[0.000003055163,0.00002394238,0.0002143954,0.0001019235,0.00003029221,0.00001490639,0.000009072054,0.00009528886,0.000001660515,0.00002659925,0.9751276,0.0243512],"study_design_scores_gemma":[0.00006654526,0.00006061531,0.0007908518,0.0008380631,0.00004507752,0.00000774438,0.00003857745,0.0001895257,0.00006802138,0.00002405657,0.9976737,0.0001972426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002022958,0.01021021,0.00001590601,0.6757349,0.005715162,0.0003538801,0.0008435127,0.00006892328,0.3068552],"genre_scores_gemma":[0.001923514,0.00871539,0.000974702,0.2055475,0.0004901701,0.00000600874,0.006434628,0.00001486084,0.7758933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4701875,"threshold_uncertainty_score":0.9807378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04785829720464437,"score_gpt":0.3014483448112601,"score_spread":0.2535900476066158,"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."}}