{"id":"W4414329552","doi":"10.37190/ppmp/210992","title":"Adsorption behavior of fatty acids during high-density conditioning for spodumene flotation","year":2025,"lang":"en","type":"article","venue":"Physicochemical Problems of Mineral Processing","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Spodumene; Adsorption; Chemisorption; Physisorption; Fatty acid; Lithium (medication); Polyunsaturated fatty acid; Froth flotation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002009087,0.000324737,0.0002047192,0.0003191111,0.0003094958,0.0002717359,0.0002484268,0.0003404279,0.0009649179],"category_scores_gemma":[0.0003835846,0.0001313378,0.0001847085,0.0002613206,0.0002071646,0.0003168508,0.000177591,0.0002985533,0.0002706277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799797,"about_ca_system_score_gemma":0.0001624959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002494035,"about_ca_topic_score_gemma":0.005114363,"domain_scores_codex":[0.9998624,0.00001283291,0.000006137663,0.00002932122,0.00006186299,0.00002750227],"domain_scores_gemma":[0.9998937,0.00003244801,0.00001738237,0.000008107178,0.00003741606,0.00001088238],"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":[0.00005959169,0.00002089455,0.0006311783,0.00003608798,0.00000437687,0.00003068383,0.00005986208,0.0001144216,0.9969602,0.00002384685,0.00003287073,0.002026092],"study_design_scores_gemma":[0.000002598004,0.0001170895,0.005256861,0.000004884729,0.000006742386,0.00003521543,0.00007809658,0.001283661,0.992449,0.00001334568,0.0007456191,0.000006743987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977126,0.0002464591,0.001328237,0.00002468428,0.000009737034,0.00001312038,0.0001229346,0.00003530092,0.0005068974],"genre_scores_gemma":[0.9970099,0.0002697688,0.001501464,0.00001768744,0.000004923124,0.00001240526,0.0001222081,0.00001558892,0.001046122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002494035,"threshold_uncertainty_score":0.004959047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120148819226935,"score_gpt":0.2695844200956643,"score_spread":0.2575695381729708,"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."}}