{"id":"W2169250926","doi":"10.1016/j.colsurfa.2013.05.019","title":"Forces of interaction between fresh iron particles and iron oxide (magnetite): Effect of water chemistry and polymer coatings","year":2013,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Magnetite; Iron oxide; Carboxymethyl cellulose; Quartz crystal microbalance; Chemistry; Humic acid; Chemical engineering; Ionic strength; Polymer; Hematite; Force spectroscopy; Oxide; Inorganic chemistry; Materials science; Aqueous solution; Adsorption; Mineralogy; Metallurgy; Organic chemistry; Sodium; Molecule","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":[0.0002787675,0.0003620281,0.0002374607,0.0003617252,0.0005359669,0.00062308,0.0004030696,0.0003755615,0.003458897],"category_scores_gemma":[0.0006495682,0.0002551808,0.000297127,0.0001430719,0.000551596,0.0004896585,0.0003261278,0.0005580705,0.0003046423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005740985,"about_ca_system_score_gemma":0.0004367053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326164,"about_ca_topic_score_gemma":0.003905057,"domain_scores_codex":[0.9996843,0.00002533921,0.000008614985,0.00004950872,0.0001016645,0.0001306108],"domain_scores_gemma":[0.9995844,0.0002336036,0.00003950151,0.00001154592,0.00005253186,0.00007836134],"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":[0.0006544919,0.00008774208,0.0009147811,0.00009222834,0.00003011731,0.000134033,0.0001185399,0.0005075925,0.9916556,0.0004965967,0.0003209307,0.004987353],"study_design_scores_gemma":[0.00006941469,0.0004046317,0.0102738,0.00001229714,0.00003411884,0.000125498,0.0001667734,0.004968382,0.9819711,0.0001799429,0.00176764,0.00002650529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963514,0.0006496926,0.0004688204,0.00007862537,0.00003200745,0.00001599283,0.00005292389,0.00002027332,0.002330373],"genre_scores_gemma":[0.9979495,0.0002516234,0.0002614953,0.00003302747,0.00001779355,0.000007255989,0.00007250563,0.000009797674,0.001396944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003458897,"threshold_uncertainty_score":0.01157111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003351864466703472,"score_gpt":0.1878661439356176,"score_spread":0.1845142794689142,"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."}}