{"id":"W4249984903","doi":"10.1063/1.5121632.4","title":"10.1063/1.5121632.4","year":2019,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Scattering; Light scattering; Rayleigh scattering; Breakup; Shear (geology); Dumbbell; Materials science; Orientation (vector space); Static light scattering; Optics; Micelle; Molecular physics; Physics; Chemical physics; Mechanics; Chemistry; Geometry; Composite material; Mathematics; Physical chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006001456,0.003041208,0.001543765,0.003354008,0.0009666742,0.002865084,0.002960979,0.002352896,0.2184955],"category_scores_gemma":[0.002417251,0.0005851915,0.001133336,0.006624455,0.0004839215,0.001323055,0.00234445,0.001636232,0.4158752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175985,"about_ca_system_score_gemma":0.001402506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624987,"about_ca_topic_score_gemma":0.02496482,"domain_scores_codex":[0.9993709,0.00009066907,0.00006430331,0.000181386,0.0001555545,0.0001371826],"domain_scores_gemma":[0.999391,0.0001220841,0.00004795252,0.0002159609,0.0001268571,0.00009609672],"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":[0.00006277569,0.00003440923,0.0009816404,0.0008819452,0.00003006842,0.00004398633,0.00002013839,0.0004391577,0.0001870199,0.000595449,0.9890926,0.007630769],"study_design_scores_gemma":[0.0001305281,0.00001850235,0.002018509,0.0002635022,0.0000161632,0.0000512046,0.00004710989,0.0007525082,0.0005509951,0.001472424,0.9946553,0.00002338751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001553345,0.0001145817,0.00009945552,0.00005773516,0.00002880841,0.00001519416,0.9965455,0.001255704,0.001727714],"genre_scores_gemma":[0.0003729967,0.00009909095,0.0002450923,0.00003767264,0.000005855659,0.0000473711,0.9980322,0.0001007988,0.001058917],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7815045,"threshold_uncertainty_score":0.7309403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232761392520037,"score_gpt":0.2330833614426302,"score_spread":0.2207557475174298,"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."}}