{"id":"W4398765170","doi":"10.1016/j.inoche.2024.112568","title":"Selected photoactive metal sulfides for environmental cleansing","year":2024,"lang":"en","type":"article","venue":"Inorganic Chemistry Communications","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Higher Education Commision, Pakistan; King Khalid University; Pakistan Academy of Sciences; Deanship of Scientific Research, King Khalid University","keywords":"Environmental chemistry; Metal; Chemistry; Environmental science; 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":[0.0001319031,0.0003391318,0.0001928796,0.0002867045,0.0002553582,0.0002532899,0.0002265557,0.0002185665,0.002707713],"category_scores_gemma":[0.00007239373,0.0001160171,0.0001558009,0.000260936,0.0001514992,0.0001868132,0.0002226515,0.0002012429,0.0005205172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002344325,"about_ca_system_score_gemma":0.0001748103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003909699,"about_ca_topic_score_gemma":0.001662121,"domain_scores_codex":[0.9999429,0.00000764064,0.000003929956,0.00001035336,0.00002202162,0.00001309892],"domain_scores_gemma":[0.9999708,0.000004877106,0.000004865236,0.000003037951,0.00001055438,0.000005852074],"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":[0.0002308022,0.00003947076,0.0002280334,0.0003065036,0.00001540664,0.0002091355,0.0000428509,0.000373252,0.975561,0.000946626,0.001343651,0.02070324],"study_design_scores_gemma":[0.00001071769,0.0001972659,0.0005523437,0.000007263111,0.00001140998,0.000114426,0.00003338171,0.0005860637,0.9892288,0.0001010944,0.009154159,0.000002926379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366737,0.01509143,0.01262793,0.0006679656,0.0003464607,0.0001074321,0.0004698219,0.0004435193,0.03357174],"genre_scores_gemma":[0.9661695,0.00648945,0.005195943,0.0001264745,0.00005018504,0.00002308753,0.0003345017,0.0000427387,0.02156812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002707713,"threshold_uncertainty_score":0.009058237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635008449343047,"score_gpt":0.2776518305678309,"score_spread":0.2613017460744005,"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."}}