{"id":"W4232328352","doi":"10.1063/1.5121632.3","title":"10.1063/1.5121632.3","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; Dumbbell; Shear (geology); Breakup; Materials science; Orientation (vector space); Static light scattering; Optics; Micelle; Molecular physics; Chemical physics; Physics; Mechanics; Chemistry; Composite material; Geometry; 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":[0.0006049538,0.003059384,0.001550708,0.003412604,0.0009703074,0.002914245,0.002934829,0.002323885,0.223321],"category_scores_gemma":[0.002450552,0.000588445,0.001144093,0.00681875,0.0004884788,0.001328982,0.002412368,0.00163206,0.4280152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164148,"about_ca_system_score_gemma":0.001408393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631519,"about_ca_topic_score_gemma":0.02508045,"domain_scores_codex":[0.9993549,0.00009305083,0.00006714074,0.0001876083,0.0001578565,0.0001394017],"domain_scores_gemma":[0.9993823,0.0001255743,0.00004890501,0.0002180554,0.0001278424,0.00009745885],"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":[0.00006366741,0.00003437044,0.001041238,0.0008674926,0.00003034121,0.00004525313,0.00002008402,0.0004361592,0.0001895714,0.0006027832,0.9889625,0.007706682],"study_design_scores_gemma":[0.0001265415,0.0000181427,0.00200864,0.0002629322,0.00001599635,0.00005117475,0.00004681973,0.0007456118,0.0005268044,0.001439788,0.9947344,0.00002305567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001515869,0.0001135556,0.000100733,0.00005698035,0.0000284538,0.00001480848,0.9965738,0.001235877,0.001724216],"genre_scores_gemma":[0.0003764156,0.00009956196,0.0002477186,0.00003741568,0.000005859683,0.00004716057,0.9980145,0.000101743,0.001069643],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.776679,"threshold_uncertainty_score":0.7470831,"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."}}