{"id":"W4412337682","doi":"","title":"In situ diffraction studies of the maghemite formation under control by mussel-inspired additives","year":2014,"lang":"en","type":"article","venue":"","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"iNano Medical (Canada)","funders":"","keywords":"Maghemite; In situ; Mussel; Diffraction; Materials science; Chemistry; Chemical engineering; Nanotechnology; Engineering; Biology; Physics; Ecology; Optics; Nanoparticle; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.0001689133,0.000212408,0.0001637973,0.0001811664,0.0002147648,0.0002294993,0.0002974425,0.0003677739,0.001306266],"category_scores_gemma":[0.0002519233,0.000191764,0.0002217322,0.000206332,0.0002821228,0.0001693967,0.000203419,0.0004423353,0.0001641812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003014719,"about_ca_system_score_gemma":0.0001420293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948441,"about_ca_topic_score_gemma":0.003392571,"domain_scores_codex":[0.9998368,0.0000183324,0.00001249284,0.0000469394,0.00005423372,0.00003114393],"domain_scores_gemma":[0.9997714,0.00006955089,0.00005752647,0.00002403999,0.0000574519,0.00001998276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006545229,0.00001205077,0.0002366445,0.00001883296,0.00000369159,0.00002310082,0.00003520399,0.0000904557,0.9990293,0.00002074577,0.00002193111,0.0004425969],"study_design_scores_gemma":[0.000005688166,0.00004067439,0.002595247,0.000001378724,0.000005729636,0.00003172822,0.00003788509,0.0007058006,0.9962412,0.000007930671,0.0003230463,0.000003659369],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997749,0.0001491541,0.001024848,0.00003700493,0.00001031671,0.000004191523,0.0001227613,0.00002504479,0.0008774946],"genre_scores_gemma":[0.9968463,0.000145154,0.001198935,0.00001734168,0.000005683225,0.000006041355,0.00008447497,0.000009808332,0.001686207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001948441,"threshold_uncertainty_score":0.004369915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267472391481841,"score_gpt":0.2665407305090003,"score_spread":0.2538660065941819,"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."}}