{"id":"W4389584892","doi":"10.17118/11143/20925","title":"Molecular investigations of droplet behaviors on nano-pillaredsurfaces","year":2023,"lang":"en","type":"article","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":"Nano-; Materials science; Nanotechnology; Chemical physics; Chemistry; Composite material","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":[0.0001083888,0.00007442759,0.00009114781,0.0001434672,0.00008462038,0.00002331962,0.0001129742,0.00003311579,0.003342337],"category_scores_gemma":[0.00007458647,0.00006468105,0.00004413247,0.0006903784,0.00009515964,0.0001374561,0.00000711198,0.00005580332,0.002763075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002830806,"about_ca_system_score_gemma":0.00002707787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006118113,"about_ca_topic_score_gemma":0.0004692587,"domain_scores_codex":[0.9992111,0.00004316108,0.0002004727,0.0001444845,0.0002441783,0.0001566278],"domain_scores_gemma":[0.9994872,0.0001433744,0.00005680756,0.0001756711,0.00004928222,0.00008764401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001617235,0.00004469281,0.6171672,0.00001034972,0.00002842951,0.00001679979,0.0005272671,0.1606537,0.2085445,0.001708157,0.007085217,0.004197454],"study_design_scores_gemma":[0.0002301794,0.0002325216,0.5967525,0.00002603784,0.00002445635,0.000004914125,0.001180984,0.01420837,0.3790566,0.001079971,0.006972808,0.0002306531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895886,0.0000106674,0.00001649282,0.0008060779,0.0001825968,0.0000989524,0.00006983273,0.0001530632,0.00907376],"genre_scores_gemma":[0.998589,0.000007813959,0.0005707558,0.0001723436,0.000005991249,0.00000108569,0.00006955295,0.000003751164,0.0005796704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705121,"threshold_uncertainty_score":0.9980134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226512527039277,"score_gpt":0.2537676885004105,"score_spread":0.2311164357964828,"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."}}